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Environmental Processes
Humic substances facilitate arsenic reduction and release in flooded paddy soil Jiangtao Qiao, Xiaomin Li, Fangbai Li, Tongxu Liu, Lily Y Young, Weilin Huang, Ke Sun, Hui Tong, and Min Hu Environ. Sci. Technol., Just Accepted Manuscript • DOI: 10.1021/acs.est.8b06333 • Publication Date (Web): 03 Apr 2019 Downloaded from http://pubs.acs.org on April 3, 2019
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Humic substances facilitate arsenic reduction and release in flooded paddy soil
2 3 4 5
Jiang-tao Qiao1†, Xiao-min Li2†, Fang-bai Li1*, Tong-xu Liu1, Lily Y. Young3, Weilin Huang1, 3, Ke Sun4, Hui Tong1, and Min Hu1
6 7 8
1Guangdong Key Laboratory of Integrated Agro-Environmental Pollution Control and
9
Management, Guangdong Institute of Eco-Environmental Science & Technology, Guangzhou
10
510650, P.R. China
11
2SCNU Environmental Research Institute, Guangdong Provincial Key Laboratory of Chemical
12
Pollution and Environmental Safety & MOE Key Laboratory of Environmental Theoretical
13
Chemistry, South China Normal University, Guangzhou 510006, P.R. China
14
3Department of Environmental Sciences, Rutgers University, New Brunswick, NJ 08901, USA
15
4State Key Laboratory of Water Environment Simulation, School of Environment, Beijing Normal
16
University, Beijing 100875, P.R. China
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ABSTRACT
18
Organic matter is important for controlling arsenic reduction and release under anoxic
19
conditions. Humic substances (HS) represent an important fraction of natural organic
20
matter, yet the manner in which HS affect arsenic transformation in flooded paddy
21
soil has not been thoroughly elucidated. In this study, anaerobic microcosms were
22
established with arsenic-contaminated paddy soil and amended with three extracted
23
humic fractions (fulvic acid, FA; humic acid, HA; and humin, HM). The HS
24
substantially enhanced the extent of arsenic reduction and release in the order FA >
25
HA > HM. It was confirmed that microbially reduced HS acted as an electron shuttle
26
to promote arsenate reduction. HS, particularly FA, provided labile carbon to
27
stimulate microbial activity and increase the relative abundances of Azoarcus,
28
Anaeromyxobacter and Pseudomonas, all of which may be involved in the reduction
29
of HS, Fe(III) and arsenate. HS also increased the abundance of transcripts for an
30
arsenate-respiring gene (arrA) and over transcripts in arsenate-respiring Geobacter
31
spp. The increase in both abundances lagged behind the increases in dissolved
32
arsenate levels. These results help to elucidate the pathways of arsenic reduction and
33
release in the presence of HS in flooded paddy soil.
34
Keywords: Humic fractions; Reduced humic substances; Arsenate-respiring bacteria;
35
Gene transcription; Paddy soil
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INTRODUCTION
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Arsenic (As) contamination in paddy fields has gained considerable attention because
38
rice is an important source of arsenic pollution in human diets.1-3 The biogeochemical
39
processes and toxicity of arsenic vary considerably with seasons in paddy fields.
40
During the flooding season, arsenic can be released into soil solution by reductive
41
dissolution of arsenic-bearing Fe(III) minerals and reduction of arsenate (As(V)) to
42
arsenite (As(III)), which increases the arsenic mobility and facilitates arsenic uptake
43
and accumulation in rice plants.4, 5
44
Microbes play a key role in arsenic mobilization in arsenic-contaminated
45
aquifers, sediments and soils,6-11 and organic matter is important in controlling the
46
rate and magnitude of microbially mediated arsenic release from these
47
arsenic-contaminated environments.10, 12 Several microcosm-based and in situ studies
48
used labile organic carbon (mainly acetate) to mimic the influx of easily degradable
49
organic matter and to promote the activity of indigenous microbial communities
50
potentially involved in Fe(III) reduction and arsenic release.10, 11, 13-15 Our recent study
51
demonstrated that the introduction of lactate into arsenic-contaminated paddy soil
52
stimulated microbial reduction of As(V), mainly by upregulating transcription of the
53
As(V) respiratory reductase gene arrA and overall transcription in As(V)-respiring
54
Geobacter spp.7
55
Humic substances (HS), which are operationally defined by their extraction from
56
soils using a traditional alkaline-acid extraction technique, constitute one of the
57
important fractions of soil organic matter (SOM).16 HS can influence the
58
transformation of arsenic in soils by both abiotic and biotic processess.17 First, arsenic
59
can interact with HS by adsorption and complexation due to the functional groups of
60
HS, such as carboxylic, amino, hydroxyl, phenolic and sulfhydryl groups.18 Second, 3 ACS Paragon Plus Environment
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owing to their redox properties, HS can act as an electron shuttle to accelerate the
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electron transfer from humic-reducing bacteria to solid electron acceptors, such as
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Fe(III) minerals.19,
64
reduced forms of quinone-like moieties in HS, which is accompanied by an increase
65
in arsenic release.12 The addition of anthraquinone-2,6-disulfonic acid, a proxy for the
66
quinone moieties in HS, increases both Fe(III) and As(V) reduction in arsenic-rich
67
sediments.10, 14 It is reasonable to consider, therefore, that HS could also function as an
68
electron shuttle between bacteria and As(V) to facilitate As(V) reduction. Third, HS
69
may increase the abundance of microbial species (e.g., humic-, Fe(III)- and
70
As(V)-reducing bacteria), as HS can either be utilized as a carbon source or enhance
71
interactions
72
bacteria-HS-organic matter complexes.14, 21 However, no study has extracted HS from
73
soil and investigated their effect on arsenic transformation in paddy soil.
20
between
Fe2+(aq) is substantially generated in an aquifer with more
bacteria
and
organic
matter
by
forming
ternary
74
HS are highly complex, and differences in chemical properties and
75
environmental effects between bulk HS and their fractions can be notable.22-26 The
76
objectives of our study were (i) to isolate and characterize different fractions of HS
77
(fulvic acid, FA; humic acid, HA; and humin, HM) to investigate their effect on
78
arsenic transformation in flooded paddy soil; (ii) to evaluate whether HS act as an
79
electron shuttle between microorganisms and As(V) or electron donors for microbial
80
arsenic reduction; and (iii) to profile the active microbial communities and functional
81
As(V)-reducing bacteria stimulated by different HS fractions. The results obtained
82
will provide a better understanding of the pathways of arsenic reduction and release
83
and their associated contributors in the presence of HS in flooded paddy soil.
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MATERIALS AND METHODS 4 ACS Paragon Plus Environment
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Soil Sampling and Characterization. Soil was sampled from a drained paddy field
86
contaminated by arsenic-containing acid mine drainage in Shantou City, China. The
87
soil contains 0.3 g kg-1 total arsenic, 30.5 g kg-1 total iron, and 17.3 g kg-1
88
dithionite-citrate-bicarbonate (DCB)-extractable Fe, which represents crystalline and
89
amorphous Fe oxides.7
90
Extraction and Characterization of HS. The fractions of HS used in this study were
91
extracted from a subtropical peat soil (Zhongxiang International Ltd., Beijing) that
92
had a lower content of iron than the tested paddy soil, minimizing the interference of
93
iron in the electron-shuttling of HS.27 HA and FA were extracted following the
94
International Humic Substances Society (IHSS) method,28 and HM was prepared
95
based on previously described procedures.29 For purification, each fraction of HS was
96
concentrated in a rotating evaporator and purified using a dialysis membrane
97
(molecular weight cut-off: 10,000 Dalton, Sigma, USA) against deionized water
98
according to a procedure described previously.30 The water collected outside the
99
dialysis membrane was subjected to a Cl- test with AgNO3 (0.10 M) with a detection
100
limit of 0.81 μM. The fractions of HS were freeze-dried and then stored in a
101
desiccator at 25oC in the dark until use.
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The physicochemical properties of HS were characterized by elemental
103
composition and solid-state cross-polarization magic-angle spinning
104
magnetic resonance (NMR) spectra. The electron transfer capacity (ETC) of HS,
105
including their electron-accepting capacity (EAC) and electron-donating capacity
106
(EDC), were evaluated by electrochemical reduction and oxidation methods25 using
107
an electrochemical workstation (CHI660D, Chenhua Co., Ltd., Shanghai, China). A
108
glassy carbon cylinder with a volume of 15 mL (Sigradur, HTW Germany) was used
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as both the electrochemical reaction vessel and the working electrode, a saturated 5 ACS Paragon Plus Environment
13C
nuclear
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calomel electrode was used as the reference electrode, and a spiral Pt wire was used as
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the counter electrode. For the EAC and EDC determination, amperometric
112
measurements were conducted at an applied potential of -0.49 V (vs. SHE) and +0.61
113
V
114
2,2’-azino-di-(3-ethylbenzthiazoline-6-sulfonate) (ABTS) as mediators, respectively.
115
Details of these analyses and the original current peaks (Figure S1) are provided in the
116
Supporting Information (SI).
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Microcosm Experiments. Anaerobic microcosms were set up as previously
118
described;7 7 g of anoxic paddy soils (wet weight) were placed into sterile serum vials
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containing 70 mL 30 mM bicarbonate buffer (pH 7.3), 1 mL L-1 trace element
120
solution and 1 mL L-1 vitamin solution,31 followed by the addition of 0.07 g individual
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HS. After flushing with a mixture of N2:CO2 (80:20) for 40 min, the microcosms were
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sealed with butyl rubber stoppers. Incubation and sampling were carried out at 30oC
123
in the dark without shaking in an anaerobic chamber (Coy Labs, Grass Lake, MI,
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USA). All microcosms, including abiotic controls, were processed in triplicate (Table
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S1). For the abiotic control, the fractions of sterile soil and HS were prepared by
126
irradiation with 50 kGy γ-rays from a 60Co radioactive source at a γ-irradiation facility
127
(Guangzhou Huada, China). The uncertainties in
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within 2% by both alanine and dichromate dosimeters, which gives confidence in the
129
gamma dose applied. To evaluate the potential effect of microbially reduced HS on
130
arsenic reduction in paddy soil, additional experiments were conducted with
131
Shewanella oneidensis MR-132 and with incubation with sterile soil and HS in the
132
presence and absence of acetate. Details of the experiments are in the SI.
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Arsenic and Iron Speciation. When sampling at intervals, three vials of each
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treatment were centrifuged at 8,000 g for 10 min at room temperature. A total of 5 mL
(vs.
SHE)
at
the
working
electrode
60Co
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using
diquat
and
γ-ray dosimetry agreed to
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of the supernatant then was then filtered through a sterile 0.22-μm filter for
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determination of dissolved As(III) and As(V) concentrations using atomic
137
fluorescence spectroscopy (SA-20, Jitian, Beijing, China).8 Soil pellets were divided
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into two subsamples. One subsample was immediately frozen in liquid nitrogen and
139
stored at -80oC until total RNA extraction; the other was used to sequentially
140
fractionate arsenic in soil using 1 M KH2PO4 + 0.1 M ascorbic acid (mainly targeting
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As adsorbed on iron (oxyhydr)oxides,33 0.2 M NH4+-oxalate (predominantly targeting
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As incorporated into iron (oxyhydr)oxides),34 and HNO3 + H2O2 (dissolving the
143
residual As remaining in the soil).33 Detailed descriptions of the PO4-As, oxalate-As,
144
and residual As extraction are in the SI. Dissolved Fe(II) and 0.5 M HCl-extractable
145
Fe(II), namely, HCl-Fe(II) were quantified by the methods previously described.35
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16S rRNA High-Throughput Sequencing. Total community RNA was extracted
147
using the PowerSoil Total RNA Isolation Kit (Mio Bio Laboratories, USA) according
148
to
149
reverse transcription
150
with gDNA Eraser (Takara, Japan). The cDNA from 3 replicates of experiments at
151
each sampling time was amplified with primers 515F and 806R and then subjected to
152
Illumina sequencing.36 Details of the PCR amplification and sequence analysis are in
153
the SI. The sequence data have been submitted to the NCBI Short Read Archive in
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Bioproject PRJNA471565 under the accession number SRP148109.
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Identification and Quantification of As(V)-respiring Gene and Bacteria.
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Quantification of bacterial 16S rRNA and arrA gene transcripts was performed on the
157
CFX 384™ Real-Time PCR Detection System (Bio-Rad Laboratories, USA) with
158
SYBR Green I detection. The arrA gene was amplified by primers arrA-CVF1
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(5’-CACAGCGCCATCTGCGCCGA-3’)
the
manufacturer's were
instructions.
Elimination
performed with
of
genomic
the PrimeScript
and 7
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RT
DNA
and
reagent
kit
arrA-CVR1
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(5’-CCGACGAACTCCYTGYTCCA-3’).37 Details of the qPCR amplification, the
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primers used for each reaction, and construction of the standard plasmid have been
162
previously described.7 The arrA gene transcript clone library was constructed using
163
RNAs extracted on day 12. Nested PCR amplification of the arrA gene (625 bp) was
164
achieved with primers AS1F/AS2R (the first PCR), and AS2F/AS1R (the nested
165
PCR).38 Details of PCR conditions, and the construction and further analysis of the
166
clone library are in the SI. The GenBank/EMBL/DDBJ accession numbers of the arrA
167
gene sequences are MH370058 to MH370104. Transcriptional patterns of active
168
Geobacter spp. were also quantified by qPCR using primers Geo494F and Geo825R39
169
as described above.
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RESULTS AND DISCUSSION
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Characteristics of FA, HA and HM. In comparison with HM, both FA and HA
172
showed higher C/H elemental ratios (Table 1), which indicates that they have higher
173
aromaticity and a higher degree of condensation.40 The
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that whereas both FA and HA had higher percentages of carboxyl C than HM, FA
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showed the highest percentage of carbonyl C and HA showed the highest percentage
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of aromatic C (Table 1 and Figure S2). The EAC of different HS ranked as HA (0.62
177
± 0.04 mmole- g-1) > FA (0.48 ± 0.06 mmole- g-1) > HM (0.30 ± 0.07 mmole- g-1), and
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the EDC ranked as FA (0.59 ± 0.08 mmole- g-1) > HA (0.54 ± 0.11 mmole- g-1) > HM
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(0.26 ± 0.03 mmole- g-1) (Table 1). The iron contents were 0.3, 0.2, and 2.3 mg g-1 in
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FA, HA, and HM, respectively. Since complexed iron in HS is also a redox-active
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species,25,
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0.7%, 0.9% and 13.2% for FA, HA and HM, respectively, if all Fe in the HS is
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present as Fe(III) and each Fe(III) accepts one electron. Humic-bound iron can act as
41
13C
NMR spectra illustrated
the maximum possible contribution of the Fe to the measured EAC is
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an electron shuttle for microbial Fe(III) reduction,42 although the complexed iron
185
alone might not be sufficient to be responsible for the amount of electrons transferred
186
by the HS samples.43,
187
accept and donate electrons more efficiently than HM when acting as an electron
188
shuttle on a per gram basis.
189
44
Nevertheless, our results implied that HA and FA should
The EAC of HA was higher than that of FA, which is similar to earlier studies.25,
190
45
191
ratios and aromaticity data from
192
higher aromaticity (50.0%) than FA (43.5%), but FA had a higher C/H ratio and
193
contained higher percentages of carbon in carbonyl groups relative to HA (Table 1),
194
which can lead to high electron transfer capacity. HM usually has a high aromaticity,
195
but the aromaticities calculated from 13C NMR spectral data cover a wide range, from
196
35% to 92%.47 Jin et al. (2017) found that while the HM of a grassland soil had a
197
higher C/H than the corresponding HA, the HM of an agriculture soil showed a lower
198
C/H ratio than the corresponding HA.48 Hence, the C/H ratios and aromaticities of
199
HM could vary depending on HM origins. In this study, HM had the lowest C/H ratio
200
and aromaticity, which thus result in its low EAC and EDC (Table 1). The ratios of
201
total carbon to labile carbon were 11:1, 5:1, and 63:1 for HA, FA, and HM,
202
respectively (Table 1), suggesting that FA can provide a greater amount of
203
bioavailable carbon as an electron donor for microbial respiration than HA and HM.
204
Arsenic and Iron Transformation. Figure 1 illustrates the levels of soluble and
205
phosphate- and oxalate-extractable arsenic species over time as affected by the
206
different treatments. Dissolved As(III) increased over time and reached 4.7, 4.2 and
207
3.9 mg L-1 in the FA-, HA-, and HM-amended microcosms on day 30, respectively,
208
which was at least twice the concentration in the Soil control (1.7 mg L-1) (Figure 1a).
Generally, the EAC of HA and FA correlated positively with their C/H elemental 13C
NMR.25,
45, 46
In this study, HA also showed
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Dissolved As(V) levels rapidly increased to 0.4-1.1 mg L-1 (FA > HA ≈ HM ≈ Soil) at
210
day 6, and then gradually declined to approximately 0.2 mg L-1 at day 30 (Figure 1b).
211
Compared with the control treatment, the addition of HS resulted in higher PO4- and
212
oxalate-As(III) and lower PO4- and oxalate-As(V) at day 30 (Figure 1c-1f), indicating
213
that HS enhanced the reduction of As(V) adsorbed on and incorporated into iron
214
(oxyhydr)oxides. As shown in Figure S3, the molar mass of different arsenic fractions
215
suggested that the dominant arsenic species was PO4-As(V) at the beginning and
216
dissolved As(III) at the end. In all biotic microcosms, the recovery rates of the sum of
217
the different arsenic species to the individual total arsenic content in the samples were
218
good, ranging from 90 ± 3% to 105 ± 2% (Table S2). The above results indicated that
219
the presence of HS enhanced As(V) reduction and As(III) release into the soil
220
solution.
221
The abiotic effect of HS on arsenic transformation was investigated using the
222
abiotic controls where the tested soil and HS were sterilized by γ-ray irradiation
223
(Figure S4). In the abiotic controls amended with HS, dissolved As(V) and As(III)
224
concentrations were 140-200 μg L-1 and 11-12 μg L-1 at day 30, respectively, which
225
were higher than the levels in samples without HS amendments (44 μg L-1 and 2 μg
226
L-1). HS can mobilize arsenic species adsorbed on iron (hydr)oxide surfaces by
227
competitive adsorption and redox reactions45 or by forming arsenic-organic-metal
228
complexes and mineral colloids.49 Among these abiotic effects, competitive
229
adsorption due to electrostatic interaction is considered to be the main mechanism,
230
and FA likely competes more strongly for adsorption with arsenic than HA because
231
FA has a smaller size and closer proximity to the iron (hydr)oxide surfaces, which
232
results in its stronger electrostatic interaction with arsenic.50 FA did not show a
233
stronger effect on arsenic release than HA and HM in the abiotic controls (Figure S4), 10 ACS Paragon Plus Environment
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probably because γ-ray irradiation can increase its average molecular weight due to
235
condensation of carboxylic groups and CO2 liberation.51 Nevertheless, FA without
236
any irradiation treatment likely contributes in part to the facilitation of arsenic release
237
in the biotic microcosms.
238
The formation of dissolved- and HCl-Fe(II) was higher in all biotic microcosms
239
than in the abiotic controls (Figure S5a). HS also had a stimulating effect on microbial
240
Fe(III) reduction, and samples with them released more Fe(II) than the soil control. In
241
the FA, HA, and HM amendments, dissolved Fe(II) levels increased over time and
242
reached 34, 15, and 7.6 mg L-1 at day 30, respectively, which was approximately 7-, 3-
243
and 1.5-fold that of the soil control (Figure S5a). The redox potentials of Fe(III)
244
(oxyhydr)oxides/Fe2+ couples ranged from -0.284 V to +0.15 V (pH=7),52 and those
245
of dissolved As(V)/As(III) couples ranged from +0.045 V to +0.054 V (pH=7).53 In
246
cultures with pure isolates, whether Fe(III) or As(V) was preferentially reduced
247
depended on whether the bacterium was an Fe(III)-reducer or As(V)-reducer,52,
248
while As(V) and Fe(III) can be simultaneously reduced in both pure and mixed
249
cultures.54 In our biotic microcosms, the initial increases in dissolved As(V) (Figure
250
1b) are predominantly due to microbial Fe(III) reduction, and As(V) and Fe(III)
251
reduction proceeded simultaneously (Figure 1 and S5). Regarding the substantial
252
increase in dissolved As(III) concentration, it is necessary to clarify how HS
253
facilitated As(V) reduction in flooded paddy soil.
254
Arsenic Reduction by Microbially Reduced HS. To generate microbially reduced
255
HS, another experiment with sterile HS and sterile soil was incubated with S.
256
oneidensis MR-1 and supplied with acetate. MR-1 is a humic- and Fe(III)-reducing
257
bacterium that cannot reduce As(V).55,
258
soil, both dissolved Fe(II) and dissolved As(V) levels increased after day 6 and
56
53
In the treatment of acetate+MR-1+sterile
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remained at 28-36 mg L-1 and 3.1-4.6 mg L-1 during days 6-30, respectively (Figure
260
2d). Thus, As(V) release from the soil into solution is mainly due to the microbial
261
Fe(III) reduction by MR-1. Meanwhile, dissolved As(III) was barely detected in the
262
soil solution (Figure 2d), confirming that MR-1 cannot reduce As(V).
263
With the addition of sterile HS, dissolved As(III) increased over time, and
264
dissolved As(V) decreased after day 6. The dissolved As(III) and dissolved Fe(II)
265
concentrations were 3.0-3.4 mg L-1 and 21-30 mg L-1 on day 30, respectively (Figure
266
2a-c). It seems that HS facilitate As(V) reduction by functioning as an electron
267
shuttle, in which HS are reduced by MR-1 and the reduced HS transfer electrons to
268
As(V) for As(V) reduction. The decrease in dissolved As(V) being larger than the
269
increase in dissolved As(III) in Figure 2a-c and the slight decrease in dissolved As(V)
270
in Figure 2d are likely due to readsorption on and reincorporation into secondary
271
Fe(II)-Fe(III) minerals.57, 58
272
To confirm the electron shuttle effect of HS, two supplementary experiments
273
were performed. (i) MR-1 was incubated with sterile soil and sterile HS but without
274
acetate to verify whether the HS can serve as an electron donor for MR-1. The results
275
shown in Figure S6 demonstrate that the electron donor effect of HS on facilitating
276
anaerobic respiration of MR-1 for Fe(III) and HS reduction was small because HS
277
only slightly increased the dissolved Fe(II), As(III) and As(V) levels; these
278
concentrations were negligible relative to their higher production levels with acetate
279
first (Figure 2). (ii) FA and HA were incubated with MR-1, and the reduced FA and
280
HA (without any microorganisms) were then collected and mixed with dissolved
281
As(V) for reaction. It is confirmed that microbially reduced FA and HA can
282
abiotically reduce As(V) to As(III) (Figure S7).
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In Figure 2, the sterile HS seems to facilitate only As(V) reduction, not Fe(III) 12 ACS Paragon Plus Environment
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reduction. In this experiment, acetate and MR-1 were supplied at concentrations as
285
high as 20 mM and 1010-1011 cells mL-1, respectively, both of which can provide a
286
sufficient number of electron donors and cells to maximize the microbial activity for
287
Fe(III) and HS reduction. Since MR-1 cannot reduce As(V), the reduced HS mainly
288
facilitated As(V) reduction when acting as an electron shuttle, given that microbially
289
available Fe(III) and HS could be fully reduced by MR-1. The extracellular electron
290
transfer performance of HS is positively correlated with their EAC and aromaticity.25,
291
26, 59
292
because reduced HS could be provided repeatedly by MR-1, maximizing the electron
293
shuttle effect on As(V) reduction. In the biotic microcosms with soil (Figure 1),
294
however, HS resulted in different levels of As(III) production, which should be
295
associated not only with their EAC and aromaticity (Table 1) but also with the
296
microorganisms stimulated by HS.
297
Bacterial Communities Stimulated by HS. An overall summary of high-throughput
298
sequencing libraries is provided in the SI. The profiling of bacterial 16S rRNA genes
299
identified 13 distinct phyla/classes (Figure S8) and 12 genera (Figure 3) at a relative
300
abundance > 1%. At the genus level, Variovorax (1-22%), Flavisolibacter (0.1-6%)
301
and Azoarcus (0.4-6%) represented the dominant genera in the soil control, and their
302
abundances greatly increased during days 0-6 (Figure 3d). With HA and HM, the
303
abundance of Variovorax was constant at 16-20% during days 2-30, which was
304
similar to its level in the soil control (Figure 3b-3d). Azoarcus was also one of the
305
dominant genera in samples with HA and HM, and its abundance (1-10%) was
306
slightly higher in these samples than in the soil control (Figure 3b-3d). In addition, a
307
gradual increase in Anaeromyxobacter (from 0.7% to 4%) was observed over time in
308
samples with HA (Figure 3b). Compared with amendments with the other HS, FA
Different HS with MR-1 led to similar production of dissolved As(III) (Figure 2)
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amendment resulted in a lower abundance of Variovorax (1.2-12%) during incubation
310
and a higher abundance of Azoarcus, particularly during days 2-6 (14-17%) (Figure.
311
3a). Meanwhile, FA amendment increased the abundance of Pseudomonas (0.5-8%),
312
Synechococcus (0-7%), and Anaeromyxobacter (1-4%).
313
The genus Variovorax contains a large number of heavy-metal-tolerant strains.62
314
The sequenced genome of V. paradoxus S110 provides some clues to the organism’s
315
arsenic tolerance by identifying the operon coding for an arsenic reductase complex.61
316
Similarly, whole-genome analyses find a putative arsenic reduction operon in the
317
genomes of Azoarcus members.62 Both Pseudomonas and Anaeromyxobacter have
318
been frequently detected in arsenic-contaminated sites,7,
319
respire humics, Fe(III) or As(V) under anoxic conditions.14,
320
Azoarcus might participate in As(V) reduction without HS, and HS, particularly FA,
321
might stimulate Azoarcus, Anaeromyxobacter, and Pseudomonas to reduce HS,
322
Fe(III) and/or As(V).
323
Identification and Quantification of As(V)-respiring Gene and Bacteria. This
324
study focused on transcriptional copy numbers of the As(V) respiration-related arrA
325
gene and associated bacteria since As(V)-respiring bacteria play a more important role
326
in
327
arsenic-contaminated environments.7,
328
transcription of bacterial 16S rRNA and arrA genes were stimulated overall (Figure
329
S9a and 9b).
arsenic
reduction
than
arsenic-resistant 65-67
14
and some of them can 63, 64
Variovorax and
microorganisms
in
anoxic
Following the addition of HS, the
330
The arrA gene transcripts clone library showed that more than 50% of the ArrA
331
sequences were related to putative ArrA sequences of Geobacter spp. and 46% of
332
them were related to ArrA sequences of uncultured bacteria (Figure S10 and Table
333
S3). Transcriptional patterns of Geobacter spp. revealed that FA stimulated the 14 ACS Paragon Plus Environment
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Environmental Science & Technology
334
transcription of Geobacter spp. throughout the incubation the most (Figure S9c).
335
Geobacter was also detected in the bacterial communities of all microcosms and at
336
relatively high levels (0.5-1.3%) during days 6-30 (Figure 3). These results
337
emphasized the importance of Geobacter spp. in respiratory arsenic reduction in the
338
overall As(V) reduction in arsenic-contaminated paddy soil, which can be stimulated
339
by FA.
340
The increase in arrA gene and overall Geobacter spp. transcripts lagged behind
341
the increase in dissolved As(V) levels in all biotic microcosms after being normalized
342
against the copy numbers of 16S rRNA genes (Figure 4). This finding is different
343
from the results of our previous study, which showed a positive correlation between
344
the dissolved As(V) levels and the arrA gene/Geobacter spp. transcription after the
345
addition of lactate and biochar.7 The introduction of easily degradable organic carbon
346
(e.g., acetate and lactate) can promptly stimulate transcription of the arrA gene and
347
Geobacter species.7, 13 However, HS are a mixture of complex organic compounds,
348
and the majority of HS (i.e., HA and HM) are insoluble in water at circumneutral pH,
349
which leads to the low bioavailability of HS for microbes.16 This effect is supported
350
by the following results (i) HS had a limited electron donor effect on anaerobic
351
respiration of MR-1 in Fe(III) and HS reduction (Figure S6), and (ii) the transcription
352
levels of bacterial 16S rRNA gene and Geobacter spp. with HS were 10-100 times
353
lower than those with acetate and biochar in a previous study.7 As time elapses, it is
354
possible that HS are decomposed by soil microbes to more readily degradable
355
substrates with low molecular weight, stimulating respiratory As(V) reduction. With
356
FA, the substantial increase in the release of dissolved As(V) most likely stimulated
357
the expression of the arrA gene and the transcription in Geobacter species (Figure
358
4a). Such stimulation also likely contributed to the reduction of PO4- and 15 ACS Paragon Plus Environment
Environmental Science & Technology
359
oxalate-As(V) (Figure 1c and 1d).
360
Environmental Implications. In summary, our results demonstrate that HS can
361
facilitate arsenic reduction and release via three main pathways: (1) functioning as an
362
electron shuttle, (2) providing labile carbon as an electron donor and increasing the
363
abundance of indigenous soil bacteria (i.e., Azoarcus, Anaeromyxobacter and
364
Pseudomonas), and (3) stimulating the transcriptions of the As(V) respiration-related
365
arrA gene and As(V)-respiring Geobacter species. Among the three fractions of HS,
366
FA is the most effective because it has a greater amount of labile carbon and higher
367
solubility and ETC. These characteristics not only favor the stimulation of microbial
368
activity but also accelerate electron transfer from microbes to both dissolved and
369
adsorbed As(V).19, 68, 69
370
Since SOM is thoroughly mixed with and often adheres to soil minerals, it has
371
traditionally been separated into several operationally defined fractions to better
372
understand its properties.16 Similarly, the fractions of HS in this study were subject to
373
traditional alkaline-acid extraction, but some conceptual problems have been raised
374
when defining “humic substances” by this extraction procedure.22, 23, 70 For example,
375
50–70% of the soil organic carbon is unextracted due to incomplete extraction,71 and
376
the alkaline solution at pH 13 can ionize compounds that would never dissociate
377
within the pH range of soil (3.5-8.5).16, 23 As such, the fractions of HS may not be the
378
best representatives of SOM.23
379
Recently, HA and FA have been found to share major chemical groups
380
irrespective of their sources. However, their molecular architectures may differ
381
substantially, which would influence their binding properties.73 In this study, the
382
ETCs of HS differed from each other, which was associated with the functional
383
groups involved in their ETC. Before an alternative approach of SOM isolation is 16 ACS Paragon Plus Environment
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384
developed, the operational separation of HS into three fractions, in combination with
385
characterization of the individual fractions, could provide more information for a
386
better understanding of their environmental effects on arsenic transformation.
387
It is important to note that the relative contributions of FA, HA and HM to the
388
electron-shuttling effect on arsenic reduction and release may differ among soils. The
389
relative contributions of these fractions may also be different for the native FA, HA
390
and HM fractions in the studied paddy soil, as the observations in this study are based
391
on added fractions of HS that were isolated from a different soil system. Nevertheless,
392
paddy soil with a high content of HS, particularly with high FA levels, can be
393
predicted to highly elevate As(III) concentrations into soil solution during flooding
394
seasons. FA and HA are also commonly used as soil supplements in agriculture.74
395
Therefore, introducing HS into arsenic-contaminated paddy soil, particularly during
396
planting season, should be considered very carefully. However, an arsenic
397
remediation strategy using HS can still be developed and applied during the slack
398
season to respond to the demand for safe food and sustainable agriculture because this
399
environmentally
400
arsenic-contaminated paddy soil.
401
ASSOCIATED CONTENT
402
Supporting Information
403
Current responses of HS in EAC and EDC measurement (Figure S1),
404
spectra (Figure S2), molar mass of different As(III)/As(V) and total As (Figure S3),
405
different As(III)/As(V) species in abiotic controls (Figure S4), dissolved Fe(II) and
406
HCl-Fe(II) (Figure S5), dissolved Fe(II), As(III), and As(V) in MR-1+sterile
407
soil+sterile
HS
friendly
(Figure
substance
S6),
can
dissolved
effectively
As(III)
17 ACS Paragon Plus Environment
mobilize
in
arsenic
from
13C
NMR
microbially
reduced
Environmental Science & Technology
408
FA/HA+dissolved As(V) (Figure S7), bacterial community at the phylum and class
409
levels (Figure S8), transcriptions of 16S rRNA, arrA gene and Geobacter spp. (Figure
410
S9), phylogenetic tree of putative ArrA sequences (Figures S10), experimental
411
treatments conducted (Table S1), molar mass of different As(III)/As(V), and total As
412
(Table S2), summary of arrA gene transcripts clone library (Table S3), additional
413
references.
414
AUTHOR INFORMATION
415
Corresponding Author
416
Phone: +86 20 37021396 ; Fax: +86 20 87024123; E-mail:
[email protected].
417
Author Contributions
418
† These
419
Notes
420
The authors declare no competing financial interest.
421
ACKNOWLEDGMENTS
422
This work was supported by funding from National Natural Science Foundation of
423
China (41330857 and 41877043), Guangdong Natural Science Fund for Distinguished
424
Young Scholars (2017A030306010), Guangdong Academy of Sciences’ Projects
425
(2019GDASYL-0103050, 2018GDASCX-0501 and 2017GDASCX-0106), and
426
Guangdong Special Support Plan for High-Level Talents (Xiaomin Li).
427
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Anaeromxyobacter dehalogenans. Appl. Environ. Microbiol. 2003, 69 (5), 2712–
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2718.
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Amachi, S. Release of arsenic from soil by a novel dissimilatory arsenate-reducing
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bacterium, Anaeromyxobacter sp. strain PSR-1. Appl. Environ. Microbiol. 2013, 79
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(15), 4635–4642.
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(65) Ying, S. C.; Damashek, J.; Fendorf, S.; Francis, C. A. Indigenous
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arsenic(V)-reducing microbial communities in redox-fluctuating near-surface
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sediments of the Mekong Delta. Geobiology 2015, 13 (6), 581–587.
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arsenate-reducing bacteria within Cambodian sediments following amendment with 26 ACS Paragon Plus Environment
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631
acetate. Appl. Environ. Microbiol. 2007, 73 (4), 1041–1048.
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Microbial mobilization of arsenic from sediments of the Aberjona Watershed.
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(68) Benz, M.; Schink, B.; Brune, A. Humic acid reduction by Propionibacterium
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(69) Cervantes, F. J.; de Bok, F. A. M.; Tuan, D. D.; Stams, A. J. M.; Lettinga, G.;
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Field, J. A. Reduction of humic substances by halorespiring, sulphate-reducing and
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methanogenic microorganisms. Environ. Microbiol. 2002, 4 (1), 51–57.
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(70) Sutton, R.; Sposito, G. Molecular structure in soil humic substances: the new
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view. Environ. Sci. Technol. 2005, 39, 9009−9015.
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(71) Rice, J. A. Humin. Soil Sci. 2001, 166 (11), 848–857.
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organic matter decomposing at different depths in soil: an acid hydrolysis approach.
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FIGURES and TABLE
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Table 1 Characteristics of the FA, HA and HM fractions.
655
Figure 1 Time-dependent concentrations of water-soluble (dissolved As(III)/As(V)),
656
phosphate-extractable
657
(oxalate-As(III)/As(V)) arsenic fractions in the microcosms set up with paddy soil and
658
amended with FA, HA and HM and the control (no amendment) over the course of
659
incubation (Soil+FA, Soil+HA, Soil+HM and Soil). Bars represent standard errors (n
660
= 3).
661
Figure 2 Time-dependent concentrations of dissolved As(III), As(V) and Fe(II) in
662
different anaerobic cultures set up with sterile paddy soil and Shewanella oneidensis
663
MR-1 with and without amendment of sterile FA, HA and HM. (a)
664
Acetate+MR-1+sterile soil+sterile FA; (b) Acetate+MR-1+sterile soil+sterile HA; (c)
665
Acetate+MR-1+sterile soil+sterile HM; (d) Acetate+MR-1+sterile soil. Bars represent
666
standard errors (n = 3).
667
Figure 3 Relative abundance of the potentially active bacterial community at the
668
genus level identified in the Soil+FA (a), Soil+HA (b), Soil+HM (c) and Soil (d)
669
microcosms during the incubation by 16S rRNA gene high-throughput sequencing.
670
Only the genera with relative abundance higher than 1% in at least two treatments
671
were selected for further analysis. The abundance is presented as the average
672
percentage of three replicates, classified by RDP classifier at a confidence threshold
673
of 97%.
674
Figure 4 Dissolved As(V) concentrations and transcriptional levels of the arrA gene
675
and Geobacter spp. normalized to the 16S rRNA gene in the Soil+FA (a), Soil+HA
676
(b), Soil+HM (c) and Soil (d) microcosms throughout the incubation. Bars represent
(PO4-As(III)/As(V)),
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and
oxalate-extractable
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standard errors (n = 3).
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678
Table 1 Characteristics of the FA, HA and HM fractions. Bulk elemental composition C (%)
679 680 681
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O (%)
N (%)
H (%)
C/H
13C-NMR
ETC
Aliphatic C
Aromatic C
Carboxyl C
Carbonyl C
(%)
(%)
(%)
(%)
0-93 ppm
93-165 ppm
165-190 ppm
190-220 ppm
Aromaticity
EACb EDCb
a
Total C:Labile Cc
(mmole- g-1)
FA
41.0
31.2
1.1
3.4
12.1
45.5
35.1
9.7
9.7
43.5
0.48
0.59
11:1
HA
40.2
30.0
0.9
3.6
11.2
42.2
42.2
10.4
5.2
50.0
0.62
0.54
5:1
HM
47.8
28.0
0.4
5.2
9.2
57.9
32.2
5.9
4.0
35.7
0.30
0.26
63:1
a Aromaticity
=100×aromatic C (93-165 ppm)/[aromatic C (93-165 ppm) + aliphatic C (0-93 ppm)]. The electron accepting and donating capacities (EAC and EDC) values were the average of replicates (n ≥ 3) of the data in Figure S1. c The labile carbon was extracted by 2.5 M H SO at 105oC for 30 min according to Rovira and Vallejo (2002).72 2 4 b
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TOC 45x19mm (600 x 600 DPI)
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Figure 1 Time-dependent concentrations of water-soluble (dissolved As(III)/As(V)), phosphate-extractable (PO4-As(III)/As(V)), and oxalate-extractable (oxalate-As(III)/As(V)) arsenic fractions in the microcosms set up with paddy soil and amended with FA, HA and HM and the control (no amendment) over the course of incubation (Soil+FA, Soil+HA, Soil+HM and Soil). Bars represent standard errors (n = 3). 242x184mm (300 x 300 DPI)
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Figure 2 Time-dependent concentrations of dissolved As(III), As(V) and Fe(II) in different anaerobic cultures set up with sterile paddy soil and Shewanella oneidensis MR-1 with and without amendment of sterile FA, HA and HM. (a) Acetate+MR-1+sterile soil+sterile FA; (b) Acetate+MR-1+sterile soil+sterile HA; (c) Acetate+MR-1+sterile soil+sterile HM; (d) Acetate+MR-1+sterile soil. Bars represent standard errors (n = 3). 204x126mm (300 x 300 DPI)
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Figure 3 Relative abundance of the potentially active bacterial community at the genus level identified in the Soil+FA (a), Soil+HA (b), Soil+HM (c) and Soil (d) microcosms during the incubation by 16S rRNA gene high-throughput sequencing. Only the genera with relative abundance higher than 1% in at least two treatments were selected for further analysis. The abundance is presented as the average percentage of three replicates, classified by RDP classifier at a confidence threshold of 97%. 257x290mm (300 x 300 DPI)
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Figure 4 Dissolved As(V) concentrations and transcriptional levels of the arrA gene and Geobacter spp. normalized to the 16S rRNA gene in the Soil+FA (a), Soil+HA (b), Soil+HM (c) and Soil (d) microcosms throughout the incubation. Bars represent standard errors (n = 3). 179x283mm (300 x 300 DPI)
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