Accepted Manuscript Hydrogen production by Escherichia coli using brewery waste: optimal pretreatment of waste and role of different hydrogenases Anna Poladyan, Karen Trchounian, Anait Vassilian, Armen Trchounian PII:
S0960-1481(17)30884-4
DOI:
10.1016/j.renene.2017.09.022
Reference:
RENE 9220
To appear in:
Renewable Energy
Please cite this article as: Anna Poladyan, Karen Trchounian, Anait Vassilian, Armen Trchounian, Hydrogen production by Escherichia coli using brewery waste optimal pretreatment of waste and role of different hydrogenases, Renewable Energy (2017), doi: 10.1016/j.renene.2017.09.022 This is a PDF file of an unedited manuscript that has been accepted for publication. As a service to our customers we are providing this early version of the manuscript. The manuscript will undergo copyediting, typesetting, and review of the resulting proof before it is published in its final form. Please note that during the production process errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain.
ACCEPTED MANUSCRIPT
HIGHLIGHTS •
Brewery spent grains (BSG) dilute acid pretreatment was developed.
•
Optimization of conditions for E. coli growth on BSG hydrolysate and H2 production was
RI PT
improved.
Hydrogenase (Hyd)-3 and Hyd-4 are responsible for H2 production.
•
Mutations in the genes for Hyd-1 and Hyd-2 led to enhanced H2 production; cumulative H2 yield was determined.
AC C
EP
TE D
M AN U
SC
•
ACCEPTED MANUSCRIPT 1
Hydrogen production by Escherichia coli using brewery waste: optimal
2
pretreatment of waste and role of different hydrogenases
3 Anna Poladyana,b, Karen Trchounianb, Anait Vassilianc, Armen Trchouniana,b*
5
a
Department of Biochemistry, Microbiology and Biotechnology, bResearch Institute of Biology,
6
c
Department of Ecology and Nature Protection, Biology Faculty, Yerevan State University,1 A.
7
Manoukian Str., 0025 Yerevan, Armenia
RI PT
4
8
*Corresponding author: Prof. Armen Trchounian, Department of Biochemistry, Microbiology and
10
Biotechnology Yerevan State University, 1 A. Manoogian Str, 0025 Yerevan, Armenia; Tel. +374-
11
60710520; E-mail:
[email protected]
M AN U
SC
9
12 ABSTRACT
14
Brewery spent grains (BSG), one of the by-products of brewery production, were used for
15
Escherichia coli growth and hydrogen (H2) production. The dilute acid and alkali pretreatment
16
methods were used to hydrolyze the rough lignocellulose structure, and optimal conditions for the
17
BSG hydrolysate (BSGH) preparation were developed. E. coli BW25113 wild type strain and
18
hydrogenase (Hyd)-negative mutants with deletions of genes encoding key subunits of Hyd 1-4
19
(∆hyaB, ∆hybC, ∆hycE, ∆hyfG), as well as for a ∆hyaB ∆hybC double mutant were investigated
20
with regards to growth, acidification of the medium, redox potential kinetics and H2 production
21
when using BSGH. Readings of redox Pt electrode dropped to -400±10 mV, with H2 yield of ~0.75
22
mmol H2 L-1 at the 3rd h wild type strain growth. Changes in redox Ti-Si electrode readings were
23
negligible. H2 production was not observed with defective Hyd-3 and Hyd-4; therefore, Hyd-3 and
24
Hyd-4 are responsible for H2 production using BSGH, whereas defective Hyd-1 and Hyd-2 led to a
25
~2-fold stimulation of H2 yield. The data were confirmed by determining cumulative H2 yield. These
26
findings are useful for development of renewable energy, especially H2 production biotechnology,
27
using different organic wastes as sustainable energy feedstocks.
AC C
EP
TE D
13
28 29
Keywords: Renewable energy; Brewery spent grains; Escherichia coli; Hydrogen production; Waste
30
pretreatment; Hydrogenases
31 32
1. Introduction 1
ACCEPTED MANUSCRIPT There is an urgent need to find alternative sources of ecologically clean, renewable and
34
cheap energy to satisfy the demands of modern industrialized civilization and sustainable
35
development [1]. Another problem that is worth addressing is generation of different wastes, which
36
are produced in huge amount after many industrial and agricultural activities, utilization of which
37
could lead both to waste treatment and cost-effective energy production. In this respect, molecular
38
hydrogen (H2) is being recognized as an alternative energy source of the future, as it is renewable,
39
ecologically advantageous (only water is formed upon H2 oxidation) and, moreover, the energy
40
released upon it’s combustion (~142 kJ g-1) is ~3.5 fold greater than for oil [2].
RI PT
33
Nowadays it is of interest to produce H2 by using bacteria. Escherichia coli, performing dark
42
fermentation resulting in H2 evolution, is a good candidate to use for these biotechnological
43
proposes, because it is well characterized, genetically and metabolically easy to manipulate
44
bacterium [3]. Moreover, local agricultural and food industry wastes rich in carbohydrate and
45
protein can be used for H2 formation by implementing proper bio-process technologies [4-6]. In this
46
context, consumption of the mentioned wastes for H2 production provides a low-priced energy
47
generation and, which is also important, accompanying waste treatment [7]. Transition of H2
48
production by dark fermentation from laboratory to pilot-scale systems is emerging [8-9]. This will
49
lead to the strategy in which local energy supply systems are developed; without the need for long-
50
distance transportation of resources, products and associated expenses. The resources can include
51
cereal distiller’s grains wastes which are as by-product of ethanol fermentation [5], and also brewery
52
wastes [6, 7, 11-13].
TE D
M AN U
SC
41
A major part of brewery wastes is used in agriculture, particularly as an animal feed, but also
54
for production of specialized valuable products such as yeast extract and other compounds.
55
Reductions in dairy farming, limits on farm activities due to disease and other factors have restricted
56
these opportunities [14]. Thus, brewery waste utilization can be used to release energy, particularly
57
H2 [15].
AC C
58
EP
53
Beer is one of the most highly consumed beverages throughout the world. During brewing,
59
various by-products are generated, the most common of which are spent grains (BSG), spent hops
60
and surplus yeast; the latter are generated from the main raw materials [15-17]. BSG is the by-
61
product of the mashing process; which is one of the initial steps of brewery production necessary to
62
solubilize the malt and cereal grains and to extract of the wort (water with extracted biomass) [15-
63
17]. The worldwide annual production of BSG has been estimated to be approximately 38.6×106
64
tons [16]. 2
ACCEPTED MANUSCRIPT According to literature, BSG contains cellulose, hemicelluloses and lignin, and it has a high
66
protein content; the most abundant monosaccharides found in BSG are xylose, glucose and
67
arabinose [15, 17, 18], as well as minerals, many vitamins and amino acids. It is very important to
68
pretreat BSG correctly. Various pretreatment methods are now available to fractionate, solubilize,
69
hydrolyze and separate cellulose, hemicellulose, and lignin components [12, 19-21]. The first step of
70
pretreatment starts with mechanical curing that can be followed by chemical, physicochemical,
71
thermal, biological and other procedures to further destroy the tough structure [21]. The next step is
72
conversion of monomeric carbohydrates into H2 by using appropriate microorganisms. There are
73
some studies reporting the possibility of producing biogas from different brewery wastes [4, 6, 17].
74
It was shown that brewery waste can be used for H2 production via dark- and photo-fermentation by
75
bacteria [4, 13, 18, 22] including Bacillus sp., Enterobacter sp. or Rhodobacter sphaeroides which
76
could be considered as efficient bacteria towards industrially relevant H2 production. However,
77
mechanisms and optimal conditions for H2 production using brewery and other food industry wastes
78
should be studied, making possible genetic and metabolic engineering of bacteria to enhance
79
worldwide H2 production.
M AN U
SC
RI PT
65
It is well known that E. coli during utilization of different carbon sources (glucose or
81
glycerol) also efficiently produces H2 [2, 3]. H2 production from distiller’s grains wastes was shown
82
for E. coli and R. sphaeroides and the optimal pretreatment conditions were investigated [5].
TE D
80
In E. coli H2 is produced from formate decomposition, the end product of both glycerol and
84
glucose fermentation via action of membrane-associated [Ni-Fe]-hydrogenase (Hyd) enzymes [23,
85
24]. In E. coli four Hyd enzymes (Hyd 1-4) encoded by the hya, hyb, hyc and hyf operons,
86
respectively, are involved in H2 metabolism: they are responsible for both H2 production and
87
oxidation [23, 24]. Moreover, the reaction directions and activity of the Hyd enzymes are
88
determined by the substrate of fermentation (glucose or glycerol), pH of the medium, oxidation-
89
reduction potential (ORP) and other factors [2, 3, 23, 25-27]. Consequently, optimal activity of Hyd-
90
1 was shown under anaerobic conditions, at low, acidic pH or upon formate supplementation while
91
Hyd-2 was active under more reducing conditions (less ORP) or at alkaline pH. Formate
92
dehydrogenase H (FDH-H) together with Hyd-3 or Hyd-4 compose the formate hydrogenlyase
93
(FHL) 1 and 2 pathways during glucose anaerobic utilization at acidic and alkaline pHs, respectively
94
[23, 28]. E. coli might be also considered as a good candidate for industrial H2 production using
95
brewery wastes. For development of H2 production technology by bacteria it is essential to
AC C
EP
83
3
ACCEPTED MANUSCRIPT 96
investigate and control the conditions of Hyd enzymes activities using appropriate mutant strains
97
during the utilization of different organic wastes, including those from breweries. The present study aimed to develop optimal pretreatment methods of BSG; to design optimal
99
conditions for growth and H2 production of E. coli upon utilization of BSG hydrolysate (BSGH); to
100
reveal the responsible Hyd enzymes for H2 production under certain optimized conditions with the
101
help of E. coli different Hyd mutants; as well as to enhance H2 production. Thus, BSG pretreatment
102
conditions were designed to be effective for E. coli bacterial growth and H2 production and
103
conditions; utilization of BSGH were also optimized. The role of Hyd 3 and Hyd 4 in H2 production
104
was determined; and improved H2 production was observed in E. coli single and double mutants
105
lacking Hyd 1 and Hyd 2.
SC
RI PT
98
These findings are novel and might have application with benefits for producing applied and
107
renewable energy when brewery waste is used. Utilizing different wastes for energy production are
108
of significance to supply renewable and sustainable energy and to maintain clean environment.
109 142 143 144
2. Materials and methods
M AN U
106
2.1. Bacteria, the growth conditions for bacteria; growth yield and rate determinations The E. coli wild type parental strain (WT) and different Hyd-negative mutant strains have been
146
kindly provided by Prof. T. Wood (Pennsylvania State University, University Park, PA, USA) [29]
147
and are described in Table 1.
TE D
145
Bacteria were cultivated for 72 h in anaerobic conditions, at 37 °C. The batch culture was
149
performed in 150 mL glass vessels covered by plastic press-caps and composed of growth peptone
150
medium (PM) or BSGH or minimal salt medium (MSM). Bacterial subculture inoculums were
151
grown in PM under the same anaerobic conditions. PM was composed of 20 g L-1 peptone, 2 g L-1
152
K2HPO4, 5 g L-1 NaCl, pH 6.5; 10 g L-1, whereas, MSM contained 8.004 g L-1 K2HPO4, 3.128 g L-1
153
KH2PO4, 1.056 g L-1 NH4SO4, 0.048 g L-1 MgSO4, 0.009 g L-1 FeSO4
154
used to measure the pH by HJ1131B pH-meter (Hanna Instruments, Portugal). The pH was settled
155
using 0.1 M NaOH or KOH or 0.1 N HCl.
AC C
EP
148
[26, 27]. A pH-selective electrode was
156
BSG were supplied by “Kilikia” beer factory (Yerevan, Armenia). BSG was treated by using
157
dilute acid and alkali hydrolysis methods in steam sterilizer for 1 h, 121 ºC [19, 20], and BSGH was
158
obtained.
4
ACCEPTED MANUSCRIPT Bacterial biomass formation in the conditions above was investigated with the help of
160
Spectro UV-VIS Auto spectrophotometer (Labomed, Los Angeles CA, USA), by determining the
161
optical density (OD) values of the bacterial culture absorbance at 600 nm. The specific growth rate
162
(µ) was stated as lg2/doubling time, which was counted when the logarithm of OD was increased
163
linearly with time, as described [26]. Finally, bacterial growth yield was estimated by determining
164
bacterial culture dry weight (CDW) and expressing in g L-1, as done before [26].
RI PT
159
165 166
2.2. H2 production determination
The pair of ORP platinum (Pt), (EPB-1, GSEEE; or PT42BNC, HANNA Instruments, Portugal) and
168
titanium-silicate (Ti-Si), (EO-02, GSEEE, Gomel, Belarus) electrodes were used to determine the
169
ORP of bacterial culture [26, 30, 31]. Compared to the Ti-Si electrode, the Pt electrode is sensitive
170
to H2 or O2 and its readings drop down to negative values (~400 mV) in the presence of medium H2.
171
The difference between the readings of the two mentioned electrodes permits to estimate the H2
172
production under particular conditions, as earlier reported [26, 30, 31]. The H2 production yield was
173
calculated and expressed in mmol H2 L-1, as described [26, 30, 31]. H2 determination using the
174
electrochemical method described [2, 3, 23] gives more accurate results for cumulative H2 yield in
175
liquids.
M AN U
SC
167
Cumulative H2 yield measurements were performed in 500 mL glass vessels under permanently
177
stirring conditions; the gases bubbled (H2 and CO2) were treated by 1 M NaOH solution (to
178
eliminate CO2 from gas mixture); and H2 gas was collected and estimated by the water displacement
179
volume [5, 23].
TE D
176
H2 production upon E. coli growth was visualized by the presence of gas bubbles in the test
181
Durham tubes and also was validated by the chemical assay based on the decolorizing of KMnO4
182
solution in H2SO4 with H2 [26, 30, 31].
184
AC C
183
EP
180
2.3.Reagents used in the study and data processing
185
Glycerol and peptone (Carl Roths GmbH, Germany) were used, and other reagents were of
186
analytical grade.
187
The average data are expressed from three experiments done; the standard errors were
188
considered and Student criteria (P) were used to confirm the difference in average data between
189
different series of experiments, as defined before [25-27]; the difference was considered valid when
190
P<0.05. 5
ACCEPTED MANUSCRIPT 191 192
3. Results and discussion 3.1. Pretreatment of BSG and its optimization for E. coli growth and H2 production
194
It is very important for bacterial growth and H2 production to pretreat BSG correctly prior to use.
195
During the few past years a large number of pretreatment methods have been developed, including
196
dilute acid or alkali treatment, ammonia exposure, ionic liquid pretreatment and others [12, 19-21].
197
So, the initial step of our investigation was directed to hydrolyze the lignocelluloses containing
198
material. For this proposes different acids and alkalis were applied: 1-10% BSG were dissolved in
199
0.5 to 3% acid (HCl, H2SO4) or alkali (NaOH, KOH) and treated, as described (see Materials and
200
methods). After filtration the next step was adjustment of pH of the BSG hydrolysate (BSGH) from
201
1.5 to 7.5. The latter was done by using various alkalis (NaOH, KOH) and with potassium salt
202
(K2HPO4); the pH value was reached to pH 7.5 by using HCl. Finally, appropriate dilutions of
203
BSGH in a broad range, from 1 to 20, were applied.
M AN U
SC
RI PT
193
Given these observations, the optimal conditions for bacterial growth and H2 production
205
were found to be 4% (w/v) of BSG treated with 0.7% (v/v) sulfuric acid in a steam sterilizer, at
206
121°C, the pH was adjusted to pH 7.5, and 2.5-fold dilutions of BSGH were more optimal for E.
207
coli WT strain growth and H2 production (see Fig. 1).
TE D
204
Next, E. coli BW25113 WT strain growth, ORP kinetics and H2 production were
209
investigated. The results were compared with the data of E. coli grown on PM, with 10 g L-1
210
glycerol supplementation (see Materials and methods). It should be noted that glycerol being by-
211
product of various industries, including bio-diesel production, is currently very cheap; and it was
212
shown that it can be fermented by E. coli [3]. Medium acidification was observed upon E. coli WT
213
strain growth on both BSGH and PM with glycerol: after 6 h growth the pH dropped from 7.5 to 5.5
214
and to 6.9, respectively (Fig. 2b). Bacterial biomass yield was ~1.8 fold less after 24 h growth on
215
BGSH compared with that on PM under glycerol fermentation (Fig. 3a). There was no difference
216
between bacterial specific growth rates (µ) values (0.63±0.02 h-1) in both cases (Fig. 3b). It was
217
reported that pretreatment of lignocellulosic biomass may produce degradation products with an
218
inhibitory effect on the fermentation process which might affect bacterial growth [12, 19-21]. On the
219
other hand, lower biomass yield might be regarded due to medium rapid acidification (Fig. 2b) or
220
limitations of fermentation substrates.
AC C
EP
208
6
ACCEPTED MANUSCRIPT ORP is one of the important physicochemical parameters determining bacterial growth;
222
moreover, ORP is parameter linked to the activity of Hyd enzymes and H2 production [32].
223
Readings of the Pt electrode dropped from positive values down to negative ones, -400±10 mV
224
value, with a H2 production yield of 0.74±0.02 mmol H2 L-1 at the 3rd h of growth, corresponding to
225
the beginning of the log growth phase of E. coli BW25113 fermenting BSGH (see Fig. 2a). Upon
226
bacterial glycerol fermentation in PMH2 production was observed at the end of the log growth phase
227
with the H2 production yield of 0.75±0.03 mmol H2 L-1. In contrast, the drop in Ti-Si electrode
228
readings was negligible and remained positive when compared to glycerol fermentation in PM (see
229
Fig. 2a). H2 was not produced after 72 h growth (data not shown).
RI PT
221
BSGH used in the study is a typical hemicellulosic hydrolysate which contains a mixture of
231
xylose, arabinose, glucose, formic acid, acetic acid, etc. [15, 17, 18], all of which can be fermented
232
by E. coli [2, 3, 28, 33, 34]. Thus utilization of these substrates might lead to bacterial biomass
233
formation, medium acidification and H2 production. Future studies are required to enhance
234
bacterial biomass and to prevent rapid drop of medium pH upon E. coli growth on BSGH.
M AN U
SC
230
235
3.2. Production of H2 by the E. coli wild type strain BW25113 and Hyd-negative mutants upon
237
fermentation of BSGH
238
As was mentioned above, H2 is produced from formate decomposition upon glucose or glycerol
239
fermentation [2, 3, 28], and Hyd enzymes are involved in this process [23, 24]. To understand the
240
role and participation of individual Hyd enzymes both in bacterial growth and H2 production upon
241
utilization of BSGH, the growth and H2 production of E. coli ∆hyaB, ∆hybC, ∆hycE, ∆hyfG mutants
242
with deletions of genes for different key subunits of Hyd-1 to 4, respectively, and a ∆hyaB ∆hybC
243
double mutant with deletions of genes for key subunits of both Hyd1 and Hyd 2 were studied (Table
244
1).
EP
AC C
245
TE D
236
All of the mutants were able to grow on BSGH: after 24 h of growth the biomass yield
246
values were around 0.3 (g CDW) L-1, close to the BW25113 value, and again, ~1.8-fold less
247
compared with the data of the WT strain grown on PM with glycerol (see Fig. 3a). µ was more or
248
less similar each strain, even ~1.1-fold stimulated in the ∆hyaB ∆hybC double mutant (see Fig. 3b).
249
Medium pH dropped from 7.5 to 5.5 upon bacterial all strains at 6 h growth on BSGH (data not
250
shown).
251
From the beginning of the lag growth phase of the WT strain and all mutants a drop of the Pt
252
electrode readings from positive to negative values (down to ~ -100 to -500 mV) was detected (Fig. 7
ACCEPTED MANUSCRIPT 253
4): the H2 production yield was stimulated ~2 fold (~1.45 mmol H2 L-1) in the ∆hyaB, ∆hybC single
254
and the ∆hyaB ∆hybC double mutants (see Table 1) compared with the WT strain. In contract, H2
255
production was absent in the ∆hycE and ∆hyfG mutants (see Table 1) during log growth phase (see
256
Fig. 4): the Pt electrode readings dropped to ~ -200 mV and -100 mV, respectively. As was mentioned above, activity of the Hyd enzymes and their operation direction (H2
258
producing or oxidizing mode) depended on the substrate of fermentation, medium pH, etc. [23, 24].
259
So, our results point out the key roles of Hyd-3 and Hyd-4 in H2 production and verify the role of
260
the Hyd-1 and Hyd-2 in reverse, H2 oxidizing mode upon BSGH utilization by E. coli. The results
261
for Hyd-3 are in accordance with the previous findings obtained, when it was shown that Hyd-3 is
262
the major in H2 production by E. coli in the presence of formate, however Hyd-4 activity is inhibited
263
by high concentration of glucose mainly at pH 7.5 [23,28,35].
SC
RI PT
257
265 266
M AN U
264
3.3. Cumulative H2 production measurements during growth of the E. coli BW 25113 and ∆hyaB ∆hybC double mutant under different conditions
Cumulative H2 production was measured upon bacterial anaerobic growth in 500 mL medium upon
268
permanent stirring conditions (to remove H2 gas from the growth medium) (Fig. 5, Table 2). As was
269
mentioned above, H2 and CO2 are produced during growth of E. coli on different fermentation
270
substrates [23]. Thus, CO2 was eliminated from the gas mixture by 1 M NaOH solution; and H2 gas
271
was collected and estimated by water displacement volume (see Materials and methods).
TE D
267
For standard comparison, glucose was used as a reference for comparing the yield of H2
273
obtained from BSGH to the yield of glucose. Moreover, the influence of the medium composition
274
on the yield of H2 was also tested where the bacteria were grown in PM and minimal salt medium
275
(MSM) with 0.2% glucose as fermentation substrate. Thus, cumulative H2 yield reached up to 170±5
276
mL and 39±3 mL for growth of the WT strain on PM and MSM, respectively (Fig. 5) at the 11th h of
277
growth on 0.2% glucose (1 g glucose was present in 500 mL PM). It should be noted, that upon
278
bacterial growth on MSM the lag phase of growth was prolonged and noticeable H2 production was
279
observed after 7 h of growth. With growth of the WT strain in 500 mL of BSGH (with 8 g BSG)
280
cumulative H2 yield reached up to 26±3 mL, but stimulated ~ 1.7-fold (46±2 mL) in the ∆hyaB
281
∆hybC double mutant (Fig. 5). Data of cumulative H2 production per bacterial CDW are presented
282
in Table 2: thus, growth of the WT strain on rich (PM) medium with glucose led to ~3 and ~1.7-fold
283
higher amount of H2 yield compared to growth of the WT strain and mutant on BSGH, respectively.
AC C
EP
272
8
ACCEPTED MANUSCRIPT Although when compared with BSGH PM medium with glucose is better for achieving
285
higher H2 production levels, nevertheless, glucose and peptone are much more expensive substrates
286
for sustainable, long-term H2 production than BSG [37]. Moreover, the results demonstrate that
287
upon utilization of BSGH by the bacterium MW1000, with abolished H2 oxidation properties,
288
improved levels of H2 accumulation can be achieved. Significant amounts of BSG are annually
289
produced from breweries [16]. Thus, providing wet BSG with the cheapest (low-value) price to local
290
consumers, like biogas stations or farmers (for use as cattle feed, etc.) will be a good solution for the
291
breweries to eliminate BSG, since this is a cheap “fuel” alternative that avoids the energy spent
292
needed for drying of BSG. However, the costs of transporting BSG are still significant and should be
293
considered [36]. Usually, on average 16 USD per ton of wet BSG is the transport cost over a
294
distance of 5 miles (∼8 km) [16, 36]. So, comparing the prices for glucose [37] and BSG [16, 36]
295
and yields of H2 produced by the WT strain and the ∆hyaB ∆hybC double mutant under different
296
conditions suggests the possibility of BSG application for low-priced H2 generation (see Table 2).
297 298
4. Conclusions and significance
M AN U
SC
RI PT
284
Taken together, our results demonstrated that use of BSG consisting of cellulose, hemicellulose and
300
lignin needs a treatment process to release the substrates to achieve bacterial growth and sufficient
301
H2 production by E. coli. Thus, the optimal treatment of BSG has been developed and E. coli growth
302
and H2 production have been shown using BSGH as substrate. Moreover, the responsible Hyd
303
enzymes for H2 production – Hyd-3 and Hyd-4 were determined for bacterial growth on BSGH. The
304
mutations in E. coli genes encoding Hyd-1 and Hyd-2 resulted in enhanced H2 production.
TE D
299
These findings on bio-hydrogen production by bioconversion of organic waste are novel and
306
of great interest for renewable energy supply. They should lead to development of a strategy for
307
sustainable and renewable energy production from available and cheap wastes like BSG. In addition,
308
they have ecological and economic advantages. Therefore, the results might lead to evaluation of
309
new approaches to produce H2 simultaneously with waste treatment and offer the opportunity to
310
effectively obtain H2 by bacteria.
AC C
311
EP
305
312
Conflict of interest
313
The authors have no conflict of interests.
314 315
Acknowledgement 9
ACCEPTED MANUSCRIPT 316
This work was supported by Armenian National Science and Education Fund (USA) Research
317
grants to KT (NS-Biotech-4184) and AP (NS-Biotech-4376), Research grants of the State
318
Committee of Science, Ministry of Education and Science of Armenia, to AT (#15T-1F123 and
319
#AB16-37).
321 322 323 324
RI PT
320 References
[1] S. Chu, Majumdar A, Opportunities and challenges for a sustainable energy future. Nature 488
325
(2012) 294-303.
[2] A. Trchounian, Mechanisms for hydrogen production by different bacteria during mixed-acid
327
and photo-fermentation and perspectives of hydrogen production biotechnology, Crit Rev
328
Biotechnol 35 (2015) 103–13.
M AN U
329
SC
326
[3] K. Trchounian, A. Trchounian, Hydrogen production from glycerol by Escherichia coli and
330
other bacteria: An overview and perspectives, Appl Energy 156 (2015) 174–84.
331
[4] K. Seifert, M. Waligorska, M. Laniecki, Brewery wastewaters in photobiological hydrogen
332
generation in presence of Rhodobacter sphaeroides OU 001, Int J Hydrogen Energy 35 (2010)
333
4085–91.
[5] H. Sargsyan, L. Gabrielyan, A. Trchoinian, Novel approach of ethanol waste utilization:
335
biohydrogen production by mixed cultures of dark- and photo-fermentative bacteria using
336
distillers grains, Int J Hydrogen Energy 41 (2016) 2377–82.
TE D
334
[6] A. Ghimire, L. Frunzo, F. Pirozzi, E. Trably, R. Escudie, P. N. Lens, G. Esposito, A review on
338
dark fermentative biohydrogen production from organic biomass: process parameters and use
339
of by-products, Appl Energy 144 (2015) 73-95. [7] J. Buffington, The Economic Potential of brewer’s spent grain (BSG) as a biomass feedstock,
341 342 343
AC C
340
EP
337
Adv Chem Eng Sci 4 (2014) 308-18.
[8]
K. Urbaniec, R. Bakker, Biomass residues as raw material for dark hydrogen fermentation –
A review, Int J Hydrogen Energy 40 (2015) 3648–58.
344
[9] E. Tapia-Venegas, J. E. Ramirez-Morales, F. Silva-Illanes, J. Toledo-Alarcón, F. Paillet, R.
345
Escudie, C. H. Lay, C. Y. Chu, H. J. Leu, A. Marone, C. Y. Lin, Biohydrogen production by
346
dark fermentation: scaling-up and technologies integration for a sustainable system, Rev
347
Environm Sci Bio/Technol 14 (2015) 761-85.
10
ACCEPTED MANUSCRIPT 348 349 350 351
[10] S. Babel, J. Sae-Tang, A. Pecharaply, Anaerobic co-digestion of sewage and brewery sludge for biogas production and land application. Int J Environml Sci Technol 6 (2009) 131–40. [11] M. Cui, Z. Yuan, X. Zhi, J. Shen, Optimization of biohydrogen production from beer lees using anaerobic mixed bacteria, Int J Hydrogen Energy 34 (2009) 7971-8. [12] R. Rafieenia, F. Girotto, W. Peng, R. Cossu, A. Pivato, R. Raga, M. C. Lavagnolo, Effect of
353
aerobic pre-treatment on hydrogen and methane production in a two-stage anaerobic digestion
354
process using food waste with different compositions, Waste Manag 59 (2017) 194-9.
RI PT
352
[13] S. I. Maintinguer, C. Z. Lazaro, R. Pachiega, M. B. Varesche, R. Sequinel, J. E. Oliveira,
356
Hydrogen bioproduct ion with Enterobacter sp. isolated from brewery wastewater, Int J
357
Hydrogen Energy (2017) Epub Jan 12, DOI: 10.1016/j.ijhydene.2016.11.104.
360 361 362 363 364 365
1050.
M AN U
359
[14] W. Kunze, Technology Brewing and Malting, VLB 5th International Edition; Berlin 2014. P.
[15] S. Aliyu, M. Bala, Brewer’s spent grain: A review of its potentials and applications, Afr J Biotechnol 10 (2011) 324–31.
[16] S. I. Mussatto, Brewer’s spent grain: a valuable feedstock for industrial applications, J Sci Food Agr 94 (2014) 1264–70.
[17] N. Muthusamy, Chemical composition of brewers spent grain, Int J Sci Environm Technol 3 (2014) 2109-12.
TE D
358
SC
355
366
[18] A. T. Shah, L. Favaro, L. Alibardi, L. Cagnin, A. Sandon, R. Cossu, S. Casella, M. Basaglia,
367
Bacillus sp. strains to produce bio-hydrogen from the organic fraction of municipal solid waste,
368
Appl Energy176 (2016) 116-24.
[19] O. A. Rojas-Rejón, A. Sánchez, The impact of particle size and initial solid loading on
370
thermochemical pretreatment of wheat straw for improving sugar recovery, Bioproc
371
Biosystems Eng 37 (2014) 1427–36.
373
AC C
372
EP
369
[20] D. P. Maurya, A. Singla, S. Negi, An overview of key pretreatment processes for biological conversion of lignocellulosic biomass to bioethanol, Biotechnol 5 (2015) 597–609.
374
[21] F. Xu, J. Sun, N. M. Konda, J. Shi, T. Dutta, C. D. Scown, B. A. Simmons, S. Singh,
375
Transforming biomass conversion with ionic liquids: process intensification and the
376
development of a high-gravity, one-pot process for the production of cellulosic ethanol,
377
Energy Environm Sci 9 (2016) 1042–9.
11
ACCEPTED MANUSCRIPT 378
[22] S. Ghosh, U. K. Dairkee, R. Chowdhury, P. Bhattacharya, Hydrogen from food processing
379
wastes via photofermentation using Purple Non-sulfur Bacteria (PNSB) –A review, Energy
380
Conver Manag (2016) Epub, DOI: 10.1016/j.enconman.2016.09.001. [23] K. Trchounian, A. Poladyan, A. Vassilian, A. Trchounian, Multiple and reversible
382
hydrogenases for hydrogen production by Escherichia coli: Dependence on fermentation
383
substrate, pH and the F0F1-ATPase, Crit Rev Biochem Mol Biol 47 (2012) 236–49.
384 385
RI PT
381
[24] F. Sargent, The model [NiFe]-hydrogenases of Escherichia coli. Adv Microb Physiol 68 (2016) 433–507.
[25] K. Trchounian, C. Pinske, G. Sawers, A. Trchounian, Characterization of Escherichia coli
387
[NiFe]-hydrogenase distribution during fermentative growth at different pHs, Cell Biochem
388
Biophys 62 (2012) 433–40.
SC
386
[26] A. Poladyan, A. Avagyan, A. Vassilian, A. Trchounian, Oxidative and reductive routes of
390
glycerol and glucose Fermentation by Escherichia coli batch cultures and their regulation by
391
oxidizing and reducing reagents at different pHs, Curr Microbiol 66 (2013) 49–55.
392 393
M AN U
389
[27] K. Trchounian, A. Trchounian, Hydrogen producing activity by Escherichia coli hydrogenase 4 (hyf) depends on glucose concentration, Int J Hydrogen Energy 39 (2015) 16914–18. [28] N. Mnatsakanyan, K. Bagramyan, A. Trchounian, Hydrogenase 3 but not hydrogenase 4 is
395
major in hydrogen gas production by Escherichia coli formate hydrogenlyase at acidic pH and
396
in the presence of external formate, Cell Biochem Biophys 41 (2004) 357–66.
TE D
394
[29] T. Maeda, V. Sanchez-Torres, T. K. Wood, Escherichia coli hydrogenase 3 is a reversible
398
enzyme possessing hydrogen uptake and synthesis activities, Appl Microbiol Biotechnol 76
399
(2007) 1035–42.
EP
397
[30] K. Trchounian, A. Poladyan, A. Trchounian, Optimizing strategy for Escherichia coli growth
401
and hydrogen production during glycerol fermentation in batch culture: Effects of some heavy
402
AC C
400
metal ions and their mixtures, Appl Energy 177 (2016) 335-40.
403
[31] L. Gabrielyan, H. Sargsyan, L. Hakobyan, A. Trchounian, Regulation of hydrogen
404
photoproduction in Rhodobacter sphaeroides batch culture by external oxidizers and reducers,
405 406 407
Appl Energy 131 (2014) 20-5.
[32] A. Vassilian, A. Trchounian, Environment oxidation-reduction potential and redox sensing by bacteria. In Bacterial membranes, Research Signpost, Kerala (India) 2009, 163-95.
12
ACCEPTED MANUSCRIPT 408
[33] T. Y. Mills, N. R. Sandoval, R. T Gill, Cellulosic hydrolysate toxicity and tolerance
409
mechanisms in Escherichia coli, Biotechnol Biofuels 2 (2009) 26. DOI: 10.1186/1754-6834-2-
410
26 [34] K. Trchounian, H. Sargsyan, A. Trchounian, H2 production by Escherichia coli batch cultures
412
during utilization of acetate and mixture of glycerol and acetate, Int J Hydrogen Energy 40
413
(2015) 12187-92.
RI PT
411
414
[35] V. Sanchez-Torres, m. Z. Yusoff, C. Nakano, T. Maeda, H. Ogawa, T. K. Wood, Influence of
415
Escherichia coli hydrogenases on hydrogen fermentation from glycerol, Int J Hydrogen Energy
416
38 (2013) 3905–12.
[36] U. Ben-Hamed, H. Seddighi and K. Thomas, Economic Returns of Using Brewery`s Spent
418
Grain in Animal Feed, Int J Social, Behavioral, Educ, Econom, Business and Ind Eng 5 (2011)
419
142-145.
M AN U
EP
TE D
[37] https:// www.ers.usda.gov
AC C
420
SC
417
13
ACCEPTED MANUSCRIPT 421
Table 1. E. coli strains characteristics used in the study
422 Strains
Genotype
Protein’s absent subunit
Reference
BW 25113
laclq rrnBT14 ∆lacZW116
WT parental strain
[29]
RI PT
hsdR514 ∆araBADAH33 ∆rha BADLD78 BW 25113 ∆hyaB::Kan
Large subunit of Hyd-1
[29]
JW 2962*
BW 25113 ∆hybC::Kan
Large subunit of Hyd-2
[29]
JW 2917*
BW 25113 ∆hycE::Kan
Large subunit of Hyd-3
[29]
JW 2472*
BW 25113 ∆hyfG::Kan
Large subunit of Hyd-4
[29]
MW1000*
BW25113 ∆hyaB ∆hybC::Kan
Large subunits of Hyd-1
[29]
M AN U
SC
JW 0955*
and Hyd-2
423
EP
TE D
*Resistant to kanamycin
AC C
424
14
ACCEPTED MANUSCRIPT 425
Table 2. Cumulative H2 yield of E. coli wild type parental strain BW25113 (WT) and the ∆hyaB
426
∆hybC mutant MW1000 upon growth in different conditions.
427 H2, mL (g
Estimated
peculiarities*
CDW)-1
price (USD)**
WT grown on BSGH
100±3
Mutant strain
175±5
grown on BSGH WT grown on PM with
290±5
WT grown on MSM
160±5
M AN U
with glucose 428
432
4
** Prices are calculated for 1000 L of H2 yield considering only the prices for glucose [37] and BSG [16, 36].
TE D
431
2.20
(see Materials and methods); for E. coli strains, see Table 1.
EP
430
0.7
*Data on the 11th h of bacterial growth are presented; PM is peptone medium; MSM is minimal salt medium
AC C
429
1.28
SC
glucose
RI PT
Growth
15
ACCEPTED MANUSCRIPT 433
LEGENDS TO FIGURES
434 435
Fig.1. Main steps of H2 production by E. coli bacteria using BSGH. See the text.
436 Fig. 2. ORP (a) and pH (b) changes during growth of E. coli BW25113 on peptone medium (PM)
438
with glycerol and BSGH. Bacteria were grown anaerobically, at pH 7.5, with 10 g L-1 glycerol
439
added when necessary. WT is wild type parental strain. ORP was determined by platinum (Pt) and
440
titanium-silicate (Ti-Si) electrodes and expressed in mV (vs Ag/AgCl (saturated by KCl)).
RI PT
437
441
Fig. 3. Growth characteristics of E. coli BW25113 and the Hyd-negative mutants. Bacteria were
443
grown anaerobically, at pH 7.5. a) Cell dry weight (CDW) (g L-1); b) specific growth rate (µ) during
444
growth on BSGH and PM with 10 g L-1 glycerol addition. WT is wild type parental strain; BSGH is
445
brewery spent grains hydrolysate; PM is peptone medium. For strains used, see Table 1.
M AN U
SC
442
446 447
Fig. 4. The ORP kinetics of by E. coli BW25113 and the Hyd-negative mutants during utilization of
448
BSGH. BSGH is brewery spent grains hydrolysate. For the others, see the legends to Figs. 2 and 3.
449
Fig. 5. Kinetics of cumulative H2 yield during growth of E. coli BW25113 and the ∆hyaB ∆hybC
451
double mutant under different conditions. In all cases, bacteria were grown in 500 mL growth
452
medium: MSM is minimal salt medium; PM is peptone medium; BSGH is brewery spent grains
453
hydrolysate. WT is wild type parental strain and M is the ∆hyaB ∆hybC double mutant. G is
454
glucose. For strains used, see Table 1.
457
EP
456
AC C
455
TE D
450
16
ACCEPTED MANUSCRIPT 458 459
Fig. 1.
460 H2 E. coli addition
Hydrolysis
EP
TE D
M AN U
SC
Brewery spent grains
RI PT
Optimization
AC C
461 462 463 464 465
17
ACCEPTED MANUSCRIPT 466
Fig. 2. ORP, mV 300 200 100 0 -100 -200 -300 -400 -500 -600
3
4
5
Ti-Si, WT, BSG hydrolisate
Pt, WT, BSG hydrolisate
pH
7 6.5
4.5
1
2
3
Time, h
4
5
EP
4
TE D
6 5
b)
AC C
WT, Peptone + glycerol
470 471 472
48
Pt, WT, Peptone +glycerol
7.5
5.5
24
Ti-Si,WT, peptone+glycerol
a)
8
6
RI PT
2
SC
1
M AN U
467 468 469
Time, h
18
6
24
48
72
WT, BSG hydrolisate
ACCEPTED MANUSCRIPT 473 474 475
Fig. 3. a) CDW, g L-1
476 477
b) µ, h-1 0.8 0.7 0.6
TE D
0.5
M AN U
SC
RI PT
0.6 0.5 0.4 0.3 0.2 0.1 0
0.4 0.3 0.2 0.1
478
AC C
EP
0
19
ACCEPTED MANUSCRIPT 479 480
Fig. 4.
100 Time, h 0 1
2
3
4
5
6
7
RI PT
ORP, mV
200
WT
-100
SC
hyaB hybC
-200
M AN U
hycE
-300 -400
EP
-600
AC C
481
TE D
-500
20
hyfG hyaBhybC
ACCEPTED MANUSCRIPT
Fig. 5.
200
H2, ml
RI PT
482 483 484
180 160
SC
140 120
M AN U
100 80 60 40 20
TE D
0 2
3
4
5
6
7
8
21
WT, MSM+G M, BSGH WT, PM+G
9
10 11
Time, h
AC C
485
1
EP
0
WT, BSGH