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Real-time Imaging Revealed Exoelectrogens from Wastewater Are Selected at the Center of Gradient Electric Field Qing Du, Quanhua Mu, Tao Cheng, Nan Li, and Xin Wang Environ. Sci. Technol., Just Accepted Manuscript • DOI: 10.1021/acs.est.8b01468 • Publication Date (Web): 11 Jul 2018 Downloaded from http://pubs.acs.org on July 11, 2018
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Date:
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Real-time Imaging Revealed Exoelectrogens from Wastewater
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Are Selected at the Center of Gradient Electric Field
6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
Jun 12, 2018
Submitted to: Environmental Science & Technology
Qing Du1, Quanhua Mu2, Tao Cheng 1, Nan Li 3 and Xin Wang 1 * 1
MOE Key Laboratory of Pollution Processes and Environmental Criteria / Tianjin Key Laboratory of Environmental Remediation and Pollution Control / College of Environmental Science and Engineering, Nankai University, No. 38 Tongyan Road, Jinnan District, Tianjin 300350, China 2
Bioengineering Program, Department of Chemical and Biological Engineering, Hong Kong University of Science and Technology, Hong Kong, China 3
School of Environmental Science and Engineering, Tianjin University, No. 92 Weijin Road, Nankai District, Tianjin 300072, China *Corresponding Author: Phone: (86)18722292585; fax: (86)22-23501117; E-mail:
[email protected] 21 22 23
TOC Art
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Abstract
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Exoelectrogens acclimated from the environment are the key of energy recovery from
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waste in bioelectrochemical systems. However, it is still unknown how these bacteria
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were selectively enriched on the electrode. Here we confirmed for the first time that
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the electric field (EF) intensity selected exoelectrogens from wastewater using an
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integrated Electro-visual system with gradient EF. Under operating conditions (I =
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3×10-3A), the EF intensity on the working electrode ranged from 6.00 V/cm in the
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center to 1.08 V/cm at the edge. Thick biofilm (88.9 µm) with spherical pink
33
aggregates were observed in the center, while the color became grey at the edge (33.8
34
µm). The coverage of the biofilm also increased linearly with EF intensity from 0.42
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at the edge (12 mm to the center) to 0.78 in the center. Biofilm in the center contained
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76 % Geobacter, which was 25 % higher than that at the edge (60 %). Geobacter
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anodireducens was the main species induced by the EF (50 % in the center vs. 24 % at
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the edge). These results improved our fundamental knowledge on exoelectrogen
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acclimation and mixed electroactive biofilm formation, which has broader
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implications on energy recovery from waste and general understanding of microbial
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ecology.
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INTRODUCTION
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Exoelectrogens are increasingly being recognized as important in pollutants removal
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due to their unique ability of direct extracellular electron transfer.1-3 When electrons
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produced from their metabolisms were pumped through an artificial circuit by the
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redox potential gradient or external power, electrical energy or valuable chemicals can 2
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be produced from waste biomass directly.4 These bacteria usually grow in biofilm
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where independent cells are adhered by extracellular polymeric substances to form a
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three-dimensional structure. Kinetic analysis showed that the long-range electron
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transfer through the biofilm matrix is the only viable mechanism for the current
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density > 10 A/m2 in bioelectrochemical systems (BESs),5 although the intercellular
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electron transfer pathway is still under debate.3,
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Geobacter sulfurreducens,9 Geobacter anodireducens10 and Shewanella oneidensis,11
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the current densities varied with different strains, and the performance is mainly
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determined by the electroactivity of each strain. However, the mixed community
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usually produced a higher and more stable current than pure cultures, which has a
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great engineering perspective12. Exoelectrogens, such as Geobacter spp., can be
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acclimated up to 75 % from < 5% (wastewater) in 3-7 d feeding with acetate.13, 14
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Most studies only report the microbial community succession with time.15-17 The
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mechanism involved in electroactive bacteria acclimation from mixed consortia is
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most intriguing, however, largely unknown.
6-8
For pure cultures, such as
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Electroactive bacteria cannot be acclimated on a disconnected electrode. The
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polarized and conductive surface is believed to be vital for the selective growth of
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exoelectrogens in BES. When an electric field (EF) was imposed to cancer cells, it
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had been observed that some living cells can migrate towards electrodes,18 indicating
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a biological response under external EF.19-21 May the growth of exoelectrogens from
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wastewater be induced by EF? How different bacteria response to EF when they
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attach to the anode? So far as we known, there’s no information about this, probably 3
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because the microbial community in wastewater is really complicated and can be
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easily varied in several hours.
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Here we designed an online system to investigate the influence of EF on the
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formation of electroactive biofilm from wastewater. There are two bottlenecks for the
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design of this experiment, including 1) the real-time imaging and 2) the comparison of
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biofilm at different EF intensity. For the first point, it is not easy to online monitor the
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formation of the transparent biofilm without any chemical / physical interruption. So
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far, several electro- and spectroelectro- chemical techniques have been developed for
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biofilm imaging and analysis, such as scanning electron microscopy,22 atomic force
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microscopy23 and confocal laser scanning microscopy.24 Wide-field microscopy seems
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to be the best choice because it has advantage of true color imaging with minimized
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intervention to living cells.25,26 However, the transparent biofilm is hard to be focused
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in reflection imaging system, especially at the initial stage of biofilm formation. Here
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we designed a new Electro- visual system to overcome this problem by introducing an
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additional Halogen light source. For the second point, the electroactive biofilm
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formation from mixed culture is hard to be compared at different electric field
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intensity in parallel reactors, because it is reported that the microbial community is
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not the same even the operational condition is exactly the same in replicate reactors.27
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Here we used a much larger working electrode (310 mm2) than the counter electrode
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(20 mm2) to produce a gradient electric field in the same reactor, which is different
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from most of previous designs with equal or larger counter electrode than the working
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electrode. In this gradient electric field, the biofilm as well as microbial community 4
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acclimated at different EF intensity can be examined in the same reactor to rule out
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the difference in inoculation.
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In our system, the growth of electroactive biofilm was monitored starting from the
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inoculation of wastewater in a gradient EF. These results will help to understand how
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exoelectrogens be selected from the environment.
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MATERIALS AND METHODS
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Electro-visual system
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The Electro-visual system included two parts: the Electrochemical System and the
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Imaging System. The configuration of the entire system was shown in Figure 1.
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Real-time electrochemical signals from the BES and optical images of biofilms on the
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working electrode were simultaneously recorded in the computer.
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The Electrochemical System was a three-electrode anaerobic reactor controlled by
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a potentiostat (CHI 660E, CH Instrument, China). The 7 mL reactor (32 mm in inside
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diameter, 66 mm in outside diameter and 40 mm in height, AiDa, Tianjin, China,
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Pending Chinese Patent No. CN201710327839.X, Figure S1) was made of
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polyfluortetraethylene (PTFE) and rubber with excellent sealing performance. A piece
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of tin indium oxide (ITO) glass (38×38×0.7 mm) was fixed on the transparent bottom
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as both working electrode (32 mm in diameter, 800 mm2 of actual working area) 28, 29
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and imaging window. A copper cylindrical firing pin sealed in PTFE was designed to
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connect the ITO electrode (dry connection) to the external circuit. The connection of
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firing pin to ITO was good because the etched circle right appeared in the center but
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not towards the connecting point (Figure S3). A Pt filament electrode rolled to a 5
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diameter of 5 mm (evolute shape, 20 mm2 of working area) was fixed on the top
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straightly facing to the center of the ITO electrode as the counter electrode. Ag/AgCl
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(4 M KCl, 0.205 V versus standard hydrogen electrode) reference electrode was
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inserted close to the working electrode. The distance between the working and counter
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electrodes was fixed at 2 mm. Prior to use, the ITO anode was immersed in acetone
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solution for 1 hour, cleaned in ethanol overnight and rinsed with deionized water.
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The Imaging System was a wide-field reflection microscope (IX73, Olympus,
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Japan) located under the reactor. In our preliminary tests, it is not possible to direct
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focus on the thin layer of biofilm because bacterial cells are transparent. An additional
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Halogen light source (incident angle of 75°, Figure S2) was employed to achieve a
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high resolution, stereoscopic and real-color imaging through total reflection and dark
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field imaging.
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BES operation and ITO etch
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All BESs were inoculated with the supernatant (pre-precipitated for 1 h) of domestic
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wastewater from preliminary sedimentation tank (3 mL). The pre-precipitation was
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used to remove the large flocs in wastewater that may influence the imaging and the
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evenness of inoculation. The cell density of the inoculum measured by OD600 was ~
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0.2. The inoculum was then diluted in 7 mL of electrolyte. The electrolyte contents 50
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mM phosphate buffer solution (PBS, pKa=7.2, pH=7.1, conductivity of ~7.65 mS/cm,
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containing Na2HPO4, 4.58 g/L; NaH2PO4, 2.13 g/L; NH4Cl, 0.31 g/L; KCl, 0.13 g/L,
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trace minerals, 25 mL/L and vitamin solution 10 mL/L) and 2 g/L of acetate13. Before
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connecting to circuits, the electrolyte was vigorously flushed with N2/CO2 gas (N2: 6
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CO2=4:1 [vol/vol]) for 30 min to remove dissolved oxygen. The reactor was
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continuously fed by sterilized 2 g/L acetate at a rate of 100 µL/h through anaerobic
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hose (Tygon R-3603, Saint-Gobain, France) using an injection pump (LSP01-2A,
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Longer Pump, China). Current densities were measured by chronoamperometry every
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100 s at -0.2 V vs. Ag/AgCl. All tests were operated in triplicate at room temperature.
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We select -0.2 V because: 1) it is reported to be the optimal potential for electroactive
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biofilm growth on ITO and 2) ITO was electrochemically stable before and after
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biofilm formation at this potential (Figure S3). 26, 28
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Two types of etched ITO glasses were prepared (Ailian, Tianjin, China) with
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conductive areas of 310 mm2 (ITO-1) and 20 mm2 (ITO-2, the same as the counter
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electrode) in the center. Both etched ITO glasses were assembled in BES reactors to
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compare the maximum current density using the same inoculum.
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Electric field simulation and measurement
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A reactor was designed by modifying the BES reactor to measure the induction field.
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Briefly, a Pt wire was fixed in the center (fixed probe) of the counter electrode while
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keeping them isolated from each other. Another moving Pt wire (moving probe)
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installed on the cap can slide following a track from the center to the edge (Figure S4).
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The potential differences between two probes were measured at different distances.
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According to Ohm’s law, the electric field intensity through a bulk material is
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E=kI/(σWh),18 where I (mA) is the electric current flowing through the bulk material
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and the electrolyte in the reactor, σ (mS/mm) is the conductivity of the electrolyte, W
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(mm) is the distance between two Pt wires, h (mm) is the distance between working 7
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electrode and counter electrode (2 mm in this study), k is the coefficient. Simulation
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of the EF in the BES was performed using R language. The fluidic density and
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electrical conductivity of solution were set as 1000 kg/m3 and 12.12 ±0.2 mS/cm.
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Actual EF intensity inside microchannel was measured as follows. Potential
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differences (∆V, mV) among the two Pt wires were measured by a potentiostat
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(PGSTAT 302N, Metrohm, Switzerland) and a multimeter (Model 189, Fluke, U.S.).18
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The EF was then calculated by dividing ∆V with the distance between the platinum
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wires.
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Biofilm real-color photography and 3D-strap CLSM imaging
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The biofilm morphology was monitored by the Electro-visual system since
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inoculation. The three coordinate points (a, b, c) on the ITO working electrode were
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marked as the focus points to record optical images (Figure 3B). The locations of the
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three points were 2 mm, 6 mm and 10 mm to the center. Images (videos) of biofilm
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developed on points a, b and c were recorded every day, and all data were exported to
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a computer. The current produced by the same electrode was simultaneously recorded.
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Biofilm on the ITO glass was stained in situ with a LIVE/DEAD BacLight
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Bacterial Viability Kit (L13152, ThermoFisher Scientific Inc., U.S.). Confocal laser
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scanning microscopy (CLSM, LSM880, Zeiss, Germany) was used to image the
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spatial topography (3D biofilm images) of the biofilm at the end of 30 d. A strip of the
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biofilm (length = 34 mm, width = 0.25 mm,about 8.5 mm2) was fast scanned from the
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center to the edges using 10× objective. The biofilm coverage was calculated
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according to the pixel counting.30-32 Layer-scanned images were stacked and analyzed 8
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using ZEN software.33 The biofilm thickness at each location was directly obtain from
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3D images.
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Microbial community analysis
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Biofilm samples from three regions (outside lane, middle lane and inside lane) on ITO
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were collected by scraping the surface using a sterile blade,shown in Figure 3B. DNA
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was extracted using the Soil Genomic DNA Kit (CW2091S, ComWin Biotech, China)
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according to standard protocols. The hypervariable V4 region of 16S rDNA was
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amplified by PCR with the universal primer set including the forward primer 515F
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(5’-GTGCCAGCMGCCGCGGTAA-3’)
and
the
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(5’-GGACTACHVGGGTWTCTAAT-3’).
The
amplicons
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determined by Illumina MiSeq sequencing platform in Novogene (Beijing, China).
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The sequencing data were then processed using the DADA2 pipelinee,34 including
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trimming, sequencing error correction, filtering, abundance estimation and taxonomy
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assignment. DADA2 is an open-free-source package based on the divisive amplicon
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denoising algorithm (DADA) for correcting Illumina-sequenced amplicon errors and
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infers sample sequences exactly (at 1 nucleotide resolution). DADA2's residual
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error rate can be as low as 2.46 × 10−8. Due to the precision of the sequence
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identification, it is possible to assign the sequences to the species level, with high
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confidence. In our study, the sequences that were assigned to Geobacter
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sulfurreducens and Geobacter anodireducens were further confirmed by aligning with
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the reference sequence using NCBI blast, and the identities were all 100% (data not
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shown). R language was used for visualization of the results. 9
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RESULTS
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EF intensity distribution the surface of the working electrode
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EF intensity (E) on the surface of the working electrode was simulated at two
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conditions: the clean electrode (I = 1.65× 10-4 A) and the electrode covered by mature
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biofilm (I = 3×10-3A). As shown in Figure 2, the growth of biofilm enhanced the E
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values by nearly two orders of magnitude. E was uniform over a diameter < 2.5 mm
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because the working electrode and counter electrode were straightly faced, and the
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distance was relatively small. E gradually decreased from 0.16 V/cm at the center to
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0.03 V/cm at the edge for the clean electrode, comparing to 6.00 V/cm (the center)
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and 1.08 V/cm (the edge) for bioanode. The E at the center was more than 5 times
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larger than that at the edge. Specifically, the ratio of the E values at the three selected
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points, a, b and c, were 3.5:1.7:1.
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In order to verify the above simulated E values, EF intensity was measured at
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eight points under each condition. Results showed that the measured E values well
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fitted with simulated values (Figure 2, lower part). Pearson correlation coefficients of
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the measured and simulated values were >0.96 under both conditions (Figure S5A and
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S5B).
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The growth of mixed electroactive biofilm
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The biofilm growth was monitored in 10 days on three coordinate points (a, b, c),
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representing the center, middle and edge of the working electrode (Figure 3 and S6).
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Scattered bacterial cells randomly landed onto the working electrode after wastewater
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inoculation. These bacteria gradually colonized on the surface and formed clusters in 10
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the initial 3 days. These clusters became more and more crowded, and spherical pink
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aggregates emerged in the center on day 5. The pink color was probably due to the
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accumulation of cytochromes. The biofilm rapidly expanded and stacked layer by
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layer from day 6 to day 9. Finally, the thickness of the biofilm reached 75 µm (point a)
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on day 10. The biofilm at three points shared the same trend of growth over time.
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Three strategies were taken to ensure anaerobic environment within the reactor and
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thus exclude the possibility of leaked oxygen affecting biofilm formation: 1) ITO
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glass was sealed inside the reactor; 2) the working area of ITO electrode was large
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enough (~600 mm2) and 3) the height of outer seal of the reactor was >10 mm.
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The current density exponentially increased to 0.32 A/m2 at 1.5 d, which was
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slightly higher than 0.15 A/m2 of G. sulfurreducens under similar condition.28 The
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maximum current density of 0.80 A/m2 was obtained at 2.3 d (Figure 3D). However,
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at this time (day 2 to 3), the biofilm was forming clusters, far from the “mature stage”.
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Surprisingly, the current density declined with the growth of biofilm. After 6.1 d, the
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current density was stabilized to 0.47 A/m2, half value of the maximum.
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Spatial structure of the biofilm
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Planktonic cells precipitated uniformly on a, b and c at the beginning. However, the
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topography significantly changed when the biofilm was mature on day 10. Spherical
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pink aggregates covered most area of point a (0.64 clusters/mm2), while sparsely
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distributed at point b (0.20 clusters/mm2) and c (0.05 clusters/mm2). Blanket-like
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biofilm containing large bacteria (~10 µm in length) were enriched at both point b and
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c, and the color gradually changed from pink to grey. A wide-view image of the 11
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mature biofilm at points of a and b also showed this color gradient and topographic
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change (Figure 3C). However, these differences tended to be eliminated after
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long-term operation. For example, the thickness at point a and b respectively reached
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87 ± 1 µm and 81 ± 1 µm, while point c was 70 ± 2 µm after 30 days.
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Strip scanning along the radius using CLSM showed a denser and richer biomass
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in the center than that at the edge (Figure 4A), which was in accordance with the
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results of the true color images in Figure 3A. The overall landscape of the biofilm on
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the electrode was like a mushroom, with density decreasing from the center to the
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surrounding area. The enlarged photos of biofilm at point a, b and c clearly
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demonstrated this trend (Figure 4A). The biofilm coverage was highest in the center
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(0.78), and drastically dropped to 0.42 (12 mm to the center). When extended further
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to the edge, the coverage was close to zero. Similarly, the biofilm thickness was
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highest in the center (88.9 µm), which was 2.6 times higher than the edge (12 mm to
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the center, 33.8 µm). Both the biofilm coverage and biofilm thickness decreased
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linearly (y=-0.0168x+0.7958, R2=0.9762; y=-1.8076x+91.54, R2=0.982, respectively).
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Microbial community in the biofilm
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Geobacter spp., the model exoelectrogen, accounted for 3.9 % in the inoculum
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(wastewater). However, the percentage increased to > 60 % in the mature biofilm.
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Community analysis based on three samples collected from the center, middle and
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edge showed that the percentage of Geobacter genus increased from the edge (60 %)
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to the middle (71 %) and the center (76 %) (Figure 5A).
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Acetobacterium spp, an anaerobic genus fomenting sugar and alcohol into acetates,
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was also found to be enriched in the biofilm. In wastewater its abundance was < 0.1 %,
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while in the biofilm the abundance was > 5 %, 50 times higher. Interestingly, its
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abundance reversely decreased from the edge (13 %) to the middle (9 %) and the
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center (6 %).
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On the contrary, Arcobacter, Sulfurospirillum, Acinetobacter, Sulfurimonas,
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Pseudomonas and Macellibacteroides, abundant in wastewater, were observed to be
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depleted in the biofilm. For instance, Arcobacter was 31 % in wastewater, and sharply
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decreased to < 1 % in the anode biofilm. Noticeably, all of these genera were aerobic
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(Figure 5A).
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Species level analysis further revealed that Geobacter anodireducens35 and
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Geobacter sulfurreducens36 were enriched (> 24 %) but distributed differently. G.
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sulfurreducens uniformly distributed on the anode biofilm (26 ± 2 %), while G.
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anodireducens increased from 24 % at the edge to 50 % in the center (Figure 5B and
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Figure S7).
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Currents of etched ITO electrodes
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Based on our observation of the high bacterial density and exoelectrogen percentage
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at the center of the working electrode, we hypothesized that the center of the working
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electrode contributed most of the current output. The actual working area of ITO-1
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was 15 times bigger than ITO-2 which was shown in Figure 6A. ITO-1 reached the
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high current peak after 90 h, much faster than ITO-2 (150 h). However, they both got
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the similar peak current of ~1.70 mA (Figure 6B). Extending the area of working 13
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electrode did not improve the current output, although it accelerated the start of the
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BES.
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Discussion
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Selection of exoelectrogens by EF intensity
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Multiple evidences in this study demonstrated that exoelectrogens can be selected
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from mixed consortia by EF intensity. Both the true color images and the CLSM
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showed that exoelectrogens concentrated in the center of the electrode. In the
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strip-scanning CLSM images, the biofilm coverage in each view field was quantified,
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and it turned out that the biofilm coverage was linearly correlated with and EF
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intensity (Pearson’s R=0.897, P10
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µm) bacteria appeared at the edge. In addition, there was a clue that the growth
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direction of bacteria pointing to the center of the EF in the mature film (Figure S8).
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The faster current production on ITO-1 than ITO-2 also supported the migration
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mechanism. However, due to the large area of the anode surface and the fast growing
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and overlap of the biofilm in this study, it is not possible to track the migration of one
324
single bacterium. The radial distribution of pink aggregates from the center to the
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edge was observed during the biofilm formation, which might be a preliminary
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evidence of biofilm migration (Figure S8). Microbial labelling, in combination with
327
microfluidics technologies, can be applied to reveal the movement of exoelectrogens
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in the future. For the last mechanism, a transcriptome analysis using pure culture in
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gradient EF was required.
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Though noticed long time ago, the response of exoelectrogens to EF has been
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rarely studied. Previous studies have reported that Geobacter genus tended to 15
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accumulate in the most internal layer of the anode biofilm, possibly because the close
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contact to the anode favored their anode-respiring activity.37,
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revealed that Geobacter were enriched to the stronger end in gradient EF. It was
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reported that the biofilm density could affect the produced currents.39 Interestingly,
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the EF intensities that induced the gradient distribution of exoelectrogens in this study
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(600 mV/mm, 289 mV/mm and 173.2 mV/mm) were comparable to the that reported
338
to move eukaryotic cells (300 mV/mm).40, 41
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The growth of electroactive biofilm in gradient EF
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We observed asynchronous growth of microbial biofilm and current output. The
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current density declined from the maximum of 0.80 A/m2 (2.3 d) to 0.47 at the end of
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6 d, but the biofilm consecutively grew in this period (Figure 3). It seemed that the
343
thick biofilm limited the current density since the maximum current was observed
344
with a very thin layer of biofilm, showing a typical diffusion limitation. A thick
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biofilm may hinder the diffusion of acetate into the biofilm as well as the proton out.
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It had been reported that a 15~80 µm dead/inactivated inner-core covered by a live
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outer-layer (10~15 µm) biofilm was formed by Geobacter anodireducens SD-1.42 The
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inactive inner-core may bring additional resistance for the distant electron transfer in
349
thick biofilm. Therefore, to maintain a thin electroactive biofilm may be beneficial to
350
achieve higher power density in engineering applications.
38
Our study further
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After 30 days the biofilm thickness was stabilized at 70~90 µm over all position
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on ITO electrode. The quorum sensing or the limitation of distant electron transfer in
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the
mixed
biofilm
may
prevent
bacteria
to
form
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poor-for-mass-transfer biofilm.
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Different bacterial response to EF
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Based on sequencing results, G. anodireducens is likely to be the main bacteria
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selected by EF. G. anodireducens SD-1, the representative strain of G. anodireducens,
358
was isolated from wastewater, with a genomic similarity of 98 % to G. sulfurreducens
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PCA.10 Compared to G. sulfurreducens, G. anodireducens has a lower charge transfer
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resistance and a higher power density. In this study, G. sulfurreducens uniformly
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distributed at different positions of the working electrode. However, the G.
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anodireducens relative abundance linearly increased with the EF intensity (Pearson’s
363
R=0.981), probably due to its specific response to EF as electrotaxis. It is very
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interesting that different strains of Geobacter, G. sulfurreducens and G.
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anodireducens, exhibited different responses to EF.
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Acetobacterium genus distributed follow the opposite trend to Geobacter genus on
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the ITO, increased from the center (6 %) to the edge (13 %). Previous studies have
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reported the symbiotic growth of Acetobacterium and Geobacter. where
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Acetobacterium convert sugar or alcohol in wastewater to acetate to feed Geobacter.
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In our system, acetate was abundant in electrolyte due to the continuous pump feeding,
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so that the symbiotic growth of Acetobacterium seemed unnecessary. As showed in
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Figure 5A, the fast colonization of Geobacter induced by EF in the center compressed
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the percentage of other bacteria, which was one of the most possible reason for the
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percentage change of Acetobacterium. Therefore, a strong EF can be a powerful tool
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to exclude non-exoelectrogens from microbial community. 17
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Implications
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The electroactive biofilm formation in a gradient EF was monitored by an integrated
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Electro-visual system. It was directly observed that the exoelectrogens can be selected
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by EF intensity from mixed inoculum, and the exoelectrogens did not uniformly
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distribute in gradient EF. A high EF intensity led to a thick and dense biofilm with
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spherical pink aggregates, while grey and thin biofilm was observed in the area with
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low EF intensity. The biofilm grown in the high EF area mainly contributed to the
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current production. The content of Geobacter anodireducens linearly increased with
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EF intensity, so that the population of other bacteria such as Acetobacterium was
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compressed. For the engineering perspective, a strong EF can be applied at the early
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stage to accumulate exoelectrogens and rule non- exoelectrogens out. Our preliminary
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results provide new knowledge to the fundamental understand of electroactive biofilm
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acclimation. It also demonstrates the possibility to regulate the exoelectrogens for the
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bottom-up design of highly active electroactive biofilm in an engineered system.
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Supporting Information
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Additional figures, details on reactor photo, optical path of Electro-visual system, ITO
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glass etched at different potentials in the reactor, device for measuring electric field
393
intensity, linear fitting of measured-EF intensity and simulated EF intensity, 10 d
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pictures of biofilm developed at different points, linear fitting of Geobacter
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anodireducens relative abundance and simulated EF intensity, and true color images
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(10 × objective) of the biofilm at the center.
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Notes
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The authors declare no competing financial interest.
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Acknowledgements
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We appreciate the technical helps of Mr. Yan Wang from Metrohm (electrochemical
401
measurement of EF), Mr. Encai Zhou from Aida Co. Ltd (design of all reactors) and
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Mr. Junling Du from Olympus (design of optical path). This research work was
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financially supported by National Natural Science Foundation of China (No.
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21577068), Tianjin Research Program of Application Foundation and Advanced
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Technology (18JCZDJC39400) and the Fundamental Research Funds for the Central
406
Universities and 111 program, Ministry of Education, China (T2017002).
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Figure Captions
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Figure 1 The scheme of the Electro-visual system, including a wide-field reflection
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microscope, a continuous flow BES reactor, a co-light source and a control system (a
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potentiostat and a computer). The photo of the BES reactor and the detailed structure
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of imaging system were shown in Figure S1 and S2. ITO glass was used as the
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working electrode.
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Figure 2 Simulated and measured EF along the diameter in the microreactor. (A)
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Chronoamperometry, I=1.65×10-4A resembling bare electrode. (B)
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Chronopotentiometry, I=2×10-3A, resembling biofilm matured stage. The error bars
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are too small to be showed in this figure.
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Figure 3 The growth of the electroactive biofilm at different positions on ITO glass.
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(A) The true-color images (40 × objective) taken by the Electro-visual system at 1 d, 3
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d, 5 d and 10 d at point a, b and c (shown in B). (B) Positions of the three coordinate
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points: a, 2mm to the center; b, 6mm; c, 10mm. (C) A wider view sight image (10 ×
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objective) of the mature biofilm at point a and b, showing the gradient of the biofilm
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density. (D) The corresponding current density collected by the Electro-visual system
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in 10 days.
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Figure 4 The gradient of the biofilm density measured by confocal microscope. (A)
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The strip scanning images using 10 × objective on ITO glass. The white arrows
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indicate the scanning direction. The biofilm images at point a, b and c were enlarged.
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(B) The distribution of the biofilm coverage (in orange color) and thickness (in grey
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color) along the radius (scanning direction). (C) The linear fitting of biofilm coverage
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and EF intensity.
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Figure 5 (A) Taxonomic classification of bacterial communities at different positions
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of the biofilm on the ITO. (B) Relative abundance of Geobacter anodireducens and
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Geobacter sulfurreducens in the inoculum (wastewater) and different positions on
547
ITO.
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Figure 6 (A) The scheme of two microreactors with the same counter electrodes and
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different etched ITO working electrodes. The working area of ITO-1 and ITO-2 were
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310 and 20 mm2. (B) Current generation at -0.2 V versus Ag/AgCl in 180 h for ITO-1
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and ITO-2.
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Figure 1
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Figure 2
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Figure 3
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Figure 4
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Figure 5
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Figure 6
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