Journal Pre-proof Effective stabilization of arsenic in contaminated soils with biogenic manganese oxide (BMO) materials Ya-nan Wang, Yi Song, Huawei Wang, Yingjie Sun, Yiu Fai Tsang, Xiangliang Pan PII:
S0269-7491(19)33965-X
DOI:
https://doi.org/10.1016/j.envpol.2019.113481
Reference:
ENPO 113481
To appear in:
Environmental Pollution
Received Date: 20 July 2019 Revised Date:
27 September 2019
Accepted Date: 22 October 2019
Please cite this article as: Wang, Y.-n., Song, Y., Wang, H., Sun, Y., Tsang, Y.F., Pan, X., Effective stabilization of arsenic in contaminated soils with biogenic manganese oxide (BMO) materials, Environmental Pollution (2019), doi: https://doi.org/10.1016/j.envpol.2019.113481. This is a PDF file of an article that has undergone enhancements after acceptance, such as the addition of a cover page and metadata, and formatting for readability, but it is not yet the definitive version of record. This version will undergo additional copyediting, typesetting and review before it is published in its final form, but we are providing this version to give early visibility of the article. Please note that, during the production process, errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain. © 2019 Published by Elsevier Ltd.
1
Effective stabilization of arsenic in contaminated soils
2
with biogenic manganese oxide (BMO) materials
3
Ya-nan Wang1, Yi Song1, Huawei Wang1,3*, Yingjie Sun1, Yiu Fai Tsang2,
4
Xiangliang Pan3
5
1
6
Qingdao University of Technology, School of Environmental and Municipal
7
Engineering, Qingdao 266033, China;
8
2
9
Hong Kong, Tai Po, New Territories, Hong Kong, China;
Qingdao Solid Waste Pollution Control and Resource Engineering Research Center,
Department of Science and Environmental Studies, The Education University of
10
3
11
Institute of Ecology and Geography, Chinese Academy of Sciences, Urumqi 830011,
12
China.
13
*Corresponding author:
14
Dr. Huawei Wang:
[email protected];
[email protected]
15
Abstract
Xinjiang Key Laboratory of Environmental Pollution and Bioremediation, Xinjiang
16
The role of biogenic manganese oxide (BMO) materials on the stabilization of
17
arsenic (As) in contaminated soil was investigated. Experimental results indicated that
18
the addition of BMO proved to be highly effective to stabilize As in soils. Soluble
19
content of As decreased 49.5-67.4% with a dosage of 0.013-0.063% BMO. X-ray
20
absorption near edge structure results confirmed that BMO is mainly responsible for
21
oxidizing As(III) to As(V) through a two-step pathway. Five-step sequential extraction
22
results indicated that such extractable fractions of As decreased, and consequently 1
23
residual fractions increased, which can decrease the risk of As in contaminated soils.
24
BMO had a higher efficiency in stabilizing As than two types of abiotic Mn oxides.
25
High throughput sequencing analysis indicated that the bacterial community and
26
diversity significantly changed after BMO treatment. High amounts of BMO (with a
27
dosage of 0.063%) significantly increased the abundance of Proteobacteria phylum,
28
including Massilia, Phenylobacterium and Sphingomonas genera. These findings
29
suggested that BMO can be considered a high effectiveness, low cost, and
30
environmental friendliness material for the remediation of As contaminated soils.
31
Keywords: Biogenic Mn oxide (BMO); arsenic contaminated soil; bacterial
32
community; TCLP; soil remediation.
33
1. Introduction
34
Arsenic (As) is a toxic metalloid in group VA of the periodic table. Despite its
35
low abundance in the Earth’s crust (0.0001%), As is widely distributed in nature
36
(Oremland and Stolz, 2003). Anthropogenic sources, including mining and smelting
37
of slag, fossil fuel combustion and excessive use of As-based pesticides, contribute to
38
As found in the environment (Shi et al., 2019). As contamination in soils is a global
39
concern because consumption of As-containing rice is a potential pathogenic threat to
40
human health (Rai et al., 2019; Zhou et al., 2018). Therefore, assessing remediation
41
for sustainable management of arsenic in soils is urgently needed.
42
Immobilization of As in soils is mainly associated with iron and aluminum
43
oxides (Lin et al., 2019; Mikkonen et al., 2019). Iron (oxyhydr)oxides, especially
44
poorly crystalline Fe(III) minerals (ferrihydrite), provide the main reactive sites for 2
45
As(III) and As(V) adsorption in soils (Li et al., 2018; Komárek et al., 2013). The main
46
issue in the application of ferrihydrite to stabilize As in contaminated soil is
47
ferrihydrite could be reduced to dissolved Fe2+ ions or crystal structure shift from
48
poorly crystallinity to secondary minerals with high crystallinity by Fe(III) or sulfate
49
reducing bacteria such as Geobacteraceae and Shewanella, leading to the decrease of
50
As binding points and the increase of As release (Fan et al., 2018; Poggenburg et al.,
51
2016). Moreover, the As(V) adsorbed to ferrihydrite could be reduced to As(III) by
52
arsenate reducing bacteria, such as, resulting in an increase release of As from soils to
53
aqueous phase due to the decrease of As adsorption properties and chemical stability
54
(Qiao et al., 2017).
55
Oxidation of As(III) to As(V) by Mn oxides is considered to be a promising
56
remediation because this process can decrease the release of As(III) by changing its
57
valence state and increasing its absorption ability on mineral surfaces (Chen et al.,
58
2018; Ociński
59
Mn oxides have been used for the remediation of As contaminated soils. Xu et al.
60
(2017) indicated that indigenous Mn oxides retard As migration into porewater due to
61
change in redox potential; their studies also indicated that the addition of synthetic Mn
62
oxides to soils decreases As migration. In addition, a recent study reported by Li et al.
63
(2019) also confirmed that the addition of synthetic nanostructured Mn oxides
64
(α-MnO2) decreases the effective As content in paddy soils.
et al., 2016; Wang et al., 2016). For this purpose, various synthetic
65
Among Mn oxides, biogenic Mn oxide (BMO) is one of the most reactive
66
minerals in terrestrial and aquatic environments (Spiro et al., 2009). Widespread 3
67
Mn(II)-oxidizing bacteria Pseudomonas putida (Villalobos et al., 2003) and Bacillus
68
(Web et al., 2005) and funguses Ascomycete (Miyata et al., 2006) and Acremonium
69
(Watanabe et al., 2013) contribute to the formation of BMO. BMOs are mainly
70
amorphous or poorly crystalline minerals, similar to δ-MnO2, birnessite and vernadite
71
(Bargar et al., 2009). Recently, interest in the application of BMOs for metal
72
decontamination has increased due to their promising adsorption abilities and
73
oxidative capacities (Tian et al., 2018; Wang et al., 2019a). Compared to chemically
74
synthesized Mn oxides, BMO is an environmentally friendly stabilizing and oxidizing
75
agent that it can be produced under environmentally benign conditions without
76
requiring excessive energy use (Gautam et al., 2019), therefore BMO has a low
77
environmental toxicity risk and is a cost-effective biogenic material. Although several
78
studies (Bai et al., 2016; He et al., 2019a; Watanabe et al., 2013) have been performed
79
on the oxidation and sequestration of As(III) by BMO, most of these studies have
80
focused on the reaction mechanisms of As in aqueous solution. Regarding the role of
81
BMO on the stabilization of As in contaminated soils is still poorly understood.
82
The aim of this study is to investigate the role of BMO for the stabilization of As
83
in polluted soils. In this work, the BMO were collected and their ability to stabilize As
84
in soils was performed by leaching tests and bacterial community analysis. The
85
stabilization efficiency of As was also compared with abiotic BMO. The results of this
86
study could facilitate the potential application of BMO for As remediation in
87
contaminated soils.
88
2. Materials and Methods 4
89
2.1 Soil samples
90
Surface soil samples (0–20 cm depth) were collected from contaminated
91
agricultural soil in Shandong Province, China. The soil samples were air–dried,
92
disaggregated and sieved through a 60 mesh sieve (<0.3 mm). The chemical
93
composition of the soil samples was determined by X-ray fluorescence spectroscopy
94
(XRF). Soil pH and electrical conductivity (EC) were monitored after extracting of
95
the soil with deionized water (DW) at a ratio of 1:5 (w/v). The content of organic
96
matter (OM) was determined after ignition of the soil at 600oC for 2 h. The total As
97
and water soluble As contents were extracted by aqua regia digestion and DW,
98
respectively. The main physicochemical properties of the soil samples are shown in
99
Table 1.
100
Table 1 Physicochemical properties and chemical composition of As contaminated soil sample. OM (%)
EC (ds/m)
pH
2.96 ± 0.12
0.057 ± 0.004
4.93 ± 0.05
Total As (mg/kg)
Soluble As (mg/kg)
24.98 ± 0.59
2.19 ± 0.02
Chemical composition (mass %) SiO2
Al2O3
Fe2O3
K2O
CaO
Others
66.43
14.51
8.98
4.34
1.94
3.80
101 102
2.2 BMO preparation
103
In this work, P. putida strain MnB1 (ATCC 23483), a typical Mn(II) oxidizing
104
bacterium, was selected because it is widely used for toxic metal decontamination
105
(Liu et al., 2018; Wang et al., 2019a). The medium ATCC #279, which composed of
106
0.15 g/L ammonium iron sulfate, 0.15 g/L sodium citrate, 0.15 g/L, 0.075 g/L yeast
107
extract 0.05 g/L sodium pyrophosphate, and a initial pH of 6.8, was used to produce
5
108
BMO. Mn(II) carbonate with a concentration of 1 g/L was added to the culture
109
medium to provide a source of Mn(II). A final cell density of approximately 7.5×108
110
cells/mL was inoculated with #279 medium. According to our previous study (Wang
111
et al., 2015), two steps are involved in bacterial oxidation of Mn(II) carbonate. The
112
first step is the dissolution of Mn(II) carbonate and the release of dissolved Mn(II)
113
ions, and bacterial exopolymers (EPS) catalyze the dissolution of Mn(II) carbonate
114
(Eq. 1); the second step is the bacterial oxidation of Mn(II) ions to Mn(IV) (Eq. 2).
115
Dissolution reaction: MnCO3( s ) + H → Mn
116
Oxidation reaction: Mn
+
2+
2+
+ HCO3−
bacteria + 12 O 2 +H 2 O → MnO2( s ) + 2H +
(1) (2)
117
After two days of rotation incubation (25oC, 30 rpm), BMO was harvested with a
118
concentration of 0.63 ± 0.034 g/L. These newly formed BMOs were kept at 4oC in the
119
dark for further use. Some BMO samples were lyophilized at -80oC for 24 h in a
120
vacuum freeze dryer. The freeze-dried samples were analyzed by scanning electron
121
microscopy (SEM) coupled with energy dispersive spectroscopy (EDS) and
122
high–resolution transmission electron microscopy (HRTEM) (Wang et al., 2019a).
123
2.3 Stabilization experiments
124
Stabilization experiments were conducted by adding increasing amounts of BMO
125
to fixed amounts of soils (50 g) with a dosage of 0.013%, 0.025%, 0.038%, 0.050%
126
and 0.063%. The five treatments are referred to as B1, B2, B3, B4 and B5. B0 denotes
127
untreated soil. After adding 100 ml DW, the BMO and soil samples were
128
homogenized by stirring for 10 min at 150 rpm. The slurry samples were incubated at
129
30oC using an artificial climate box. At different reaction times (15, 30, 45 and 60 6
130
days), the BMO-treated soil samples were air-dried and sieved through a 60 mesh
131
sieve. These samples were further used to investigate stabilization efficiency of As
132
through leaching tests. In addition, the immobilization of BMO was compared to that
133
of abiotic Mn oxides. Two types of abiotic Mn oxides, namely, micro–MnO2 and
134
nano–MnO2, were purchased from Sangon Biotech (Shanghai) Co., Ltd., China and
135
Beijing DK Nano Technology Co., Ltd., China, respectively. Typical dosages of 1%,
136
5% and 10% were added according to a previous study (Álvarez-Ayuso et al., 2013).
137
The soil samples were incubated at 30oC for 30 days in the dark, and then used for the
138
leaching tests.
139
2.4 Leaching tests
140
Two leaching methods were used to evaluate the stabilization efficiency of As in
141
soils by BMO. First, the BMO–treated soils were extracted by DW to simulate the
142
water leaching conditions. The soil samples were leached with DW at a liquid to solid
143
ratio of 20 mL/g and shaken on a reciprocating shaker at 200 rpm for 60 min at 25oC.
144
Second, the toxicity characteristic leaching procedure (TCLP) was used to estimate
145
the process of leaching harmful components under mild acidic conditions (Wang et al.,
146
2019b). The soil samples were leached with a 0.1 M acetic acid buffer solution (initial
147
pH of 2.64 ± 0.05) at a liquid to solid ratio of 20 mL/g and rotated for 18 h at 30 rpm.
148
All experiments were performed in triplicate. After the leaching tests, the solutions
149
with suspended particulates were centrifuged at 4000 rpm for 10 min and filtered
150
through a 0.22 µm hydrophilic polyestersulfone membrane (Durapore PVDF,
151
Millipore), and then the speciation and concentration of As in the solution were 7
152
determined. Before the instrumental analysis, the solution samples were kept at 4oC in
153
the dark.
154
2.5 As species and sequential extraction procedure
155
The valence shift of As in the soil samples before and after BMO treatment were
156
determined by X-ray adsorption near-edge structure (XANES) at the Beijing
157
Synchrotron Radiation Facility (BSRF), China. In addition, a sequential extraction
158
procedure reported by Tessiser et al. (1979) is used to evaluate the As fraction in soils.
159
The changes of As fractions are helpful for further understanding the potential
160
leaching risk of As in soils.The procedure involved five extraction steps: 1 M MgCl2
161
at pH 7.0, 1 M acetic acid/sodium acetate at pH 5.0, 0.04 M NH2OH·HCl at 96oC,
162
0.02 M HNO3 at 85oC, and HNO3-H2O2. The fractions of As were accordingly
163
referred to as: (1) exchangeable (T1), (2) carbonate (T2), (3) Fe/Mn oxide (T3), (4)
164
organic matter (T4), and (5) residual phase (T5).
165
2.6 DNA extraction and high-throughput sequencing
166
After 30 days of reaction, the untreated and BMO–treated soil samples were
167
collected for the analysis of the bacterial community compositions. Total DNA was
168
extracted using a PowerSoil DNA Isolation Kit (MO BIO Laboratories, Carlsbad,
169
California, USA) following the manufacturer’s instructions. The extracted DNA
170
samples were used for further sequencing with the Illumina MiSeq platform at Sangon
171
Biotech Co., Ltd. (Shanghai, China). The primers used for sequencing were 341F
172
(5’-CCTACGGGNGGCWGCAG-3’)
173
(5’-GACTACHVGGGTATCTAATCC-3’) primers.
and
8
805R
174
2.7 Instrumental analysis
175
The speciation and concentration of As in solution were determined using
176
AFS-810 hydride generation atomic florescence spectroscopy (Beijing Jitian, China)
177
coupled with a Shimazduo liquid chromatograph. The total As in the soil samples
178
(0.1000 g) was digested by a mixture of HNO3 and HCl at a ratio of 2:1 using a
179
WX-6000 microwave digestion system. The solution pH was detected using a pH
180
electrode (Metrohm 702, Switzerland).
181
3. Results and discussion
182
3.1 Characterization of contaminated soil sample and BMO materials
183
As shown in Table 1, the soil was weakly acidic with a pH value of 4.93 and
184
contained a medium OM content (2.96%). The XRF results indicated that the main
185
components of the soil are SiO2 (66.43%), Al2O3 (14.51%), Fe2O3 (8.98%), K2O
186
(4.34%), and CaO (1.94%), which are indicative of a typical Si-Al clay mineral. The
187
total As content was 24.98 mg/kg in soil, and the soluble As content was 2.19 mg/kg,
188
accounting for 8.8% of the total As content. The valence states of As in raw soil
189
sample were determined based on XANES analysis. As shown in Fig. 1, a maximum
190
absorbance at 11862 eV was observed, indicating that As is primarily in the +III state
191
in untreated soil sample (Zhang et al., 2014).
192
9
3.5
11862 eV
As in raw soil As in BMO-treated soil
Normalized absorbance
3.0 2.5
11871 eV 2.0 1.5 1.0 0.5 11850
193 194 195
11860
11870
11880
11890
Energy (eV)
Fig. 1 Normalized XANES spectra of the soil samples before and after BMO treatment.
(b)
(a) For EDS
wt. % C 4.79 O 43.66 P 0.64 Mn 49.82 Fe 1.10
2 µm
196 (c)
(d)
197 198 199
Fig. 2 SEM and HRTEM images of BMO, (a) SEM of BMO; (b) EDS of BMO for selected area; (c, d) HRTEM of BMO.
200 201
The SEM image (Fig. 2a) showed that aggregated particles of BMO with little
202
geometric regularity adhered with cells to the surface of undecomposed Mn(II)
203
carbonate. The EDS results (Fig. 2b) for the selected area indicated that the two main 10
204
elements in BMO were Mn and O, accounting for 93.47% of the total elemental mass.
205
The HRTEM results ((Fig. 2c, d)) also indicated that the form of BMO was mainly
206
layer phyllomanganate, which was consistent with previous studies (Learman et al.,
207
2011; Villalobos et al., 2003).
208
3.2 Changes in As species and soil pH after BMO treatment
209
As K-edge XANES spectra were used to determine the state shift before and
210
after BMO treatment. Fig. 1 shows that the As XANES spectra in BMO-treated
211
sample are identical to that of Na2HAsO4, indicating that As(III) in soil sample was
212
completely converted to As(V) on BMO surface. Bai et al. (2016) had observed that
213
As(III) could be completely oxidized and adsorbed to As(V) by in situ formed BMO
214
in aquatic ecosystems. In addition, He et al. (2019a) also confirmed that As(III) can be
215
oxidized and removed by in situ formed BMO from a manganese-oxidizing aerobic
216
granular sludge in wastewater.
217
The pH variation in soil samples after BMO treatment is presented in Fig. S1.
218
The pH values ranged from 5.09 to 6.34 after BMO treatment, which were higher than
219
the pH of the untreated soil (4.93). The increase in the soil pH values may be mainly
220
ascribed to the consumption of H+ ions during the oxidation of As(III) by BMO in soil
221
(Eqs. 3 and 4).
222
MnO2 + H2AsO3- + H+ →Mn2+ + HAsO42- + H2O
(3)
223
MnO2 + HAsO32- + H+ →Mn2+ + AsO43- + H2O
(4)
224
3.3 Changes in As fractions after BMO treatment
225
The As fractions before and after BMO treatment are shown in Fig. 3. In the 11
226
untreated soil, the dominant fraction of As was T5, accounting for 69.7% of the total
227
As, followed by T3 (15.5%), T2 (8.1%), T1 (4.4%) and T4 (2.2%). After BMO
228
treatment, the T1 fraction percentage decreased, while the T5 fraction increased. After
229
15 days of BMO treatment, the percentage of the T1 fraction significantly decreased
230
as BMO amount increased and was 2.7%, 1.7%, 1.7%, 1.1% and 0.9% for B1, B2, B3,
231
B4 and B5, respectively. The percentage of the T5 fraction was 73.7%, 76.8%, 77.3%,
232
77.6% and 77.8% for B1, B2, B3, B4 and B5, respectively. Then, the As fractions
233
increased slightly or remained stable for the remainder of the reaction stage
234
(15–45days). The first three fractions of As (T1, T2 and T3) are generally considered
235
unstable and to be closely related to the mobility and bioavailability of As in soils.
236
After BMO treatment, the first three fractions of As decreased by 5.1-9.5%,
237
7.0-10.4% and 9.3-11.6%, respectively, while the residual fraction increased by
238
4.1-8.2%, 7.7-10.8% and 9.3-11.7% after 15, 30 and 45 days of reaction, respectively,
239
compared to the untreated soil. These results indicated that BMO treatment can
240
effectively decrease the mobility and bioavailability of As in soils. Similar results
241
were also reported by Li et al. (2019) and Xu et al. (2017) who observed an increase
242
in the residual fraction after the application of synthetic Mn oxides for As
243
mobilization in paddy soils.
244 (a)
(b) 100
90
90
90
80
80
80
30
30
30
20
20
20
10
10
Fraction /%
100
0
245
(c)
100
10
0 B0
B1
B2
B3
B4
B5
T5 T4 T3 T2 T1
0 B0
B1
B2
B3
12
B4
B5
B0
B1
B2
B3
B4
B5
246 247 248
Fig. 3 Changes of As fraction in untreated and BMO–treated soil samples: (a) 15 days; (b) 30 days; (c) 45 days. (T1, Exchangeable; T2, Carbonate; T3, Fe/Mn oxide; T4, Organic matter; T5, Residual).
249
3.4 Leaching tests
250
The solubility of As in soils treated with BMO was further evaluated by leaching
251
tests. Fig. 4a shows that the soluble As content in untreated soil was 2.19 mg/kg,
252
indicating the high leachability and mobility of As. However, a significant decrease in
253
As leaching with increasing BMO was observed in the BMO–treated soil samples.
254
The soluble As content decreased 49.5%, 60.2%, 60.4%, 63.9% and 67.4% for B1, B2,
255
B3, B4 and B5, respectively, after 15 days of reaction. The soluble As content further
256
slightly decreased when the reaction time was extended to 30, 45 and 60 days, which
257
indicated the BMO treatment reached equilibrium in terms of As leaching after 15
258
days of reaction. These results showed that BMO treatments could effectively reduce
259
As leaching from soils, which was consistent with the results from the As speciation
260
and fraction analysis.
261
2.0 Soluble As (mg/kg)
3.5
B0 B1 B2 B3 B4 B5
(a)
1.5
(b)
B0 B1 B2 B3 B4 B5
3.0 TCLP leaching As (mg/kg)
2.5
1.0
0.5
2.5 2.0 1.5 1.0 0.5
0.0
0.0 15
262 263 264
30
45
60
15
30
45
60
Time (d)
Time (d)
Fig. 4 Effects of reaction time on As leaching content by DW (a) and TCLP (b) tests for untreated and BMO–treated soil samples.
265 266
Similar trends were observed for the TCLP leaching tests (Fig. 4b). The TCLP As 13
267
leaching content significantly deceased in the BMO–treated samples. After 15 days of
268
reaction, the As content decreased from 2.93 mg/kg for the untreated sample to 2.1
269
mg/kg, 1.9 mg/kg, 1.7 mg/kg, 1.7 mg/kg and 1.7 mg/kg with stabilization efficiencies
270
of 27.7%, 33.1%, 39.9%, 40.3% and 41.1% for B1, B2, B3, B4 and B5, respectively.
271
The TCLP As content gradually decreased with increasing reaction time. For the B1
272
treatment, the soluble As content decreased by 11.0%, 18.7% and 23.8% after 30, 45
273
and 60 days, respectively, relative to 15 days of reaction.
274
The results obtained from the two leaching tests suggested that the application of
275
BMO effectively stabilized As in soils. This phenomenon can be mainly explained as
276
follows. BMO can rapid oxidize As(III) to As(V), and simultaneous BMO can
277
effectively stabilize As(V) through the formation of bidentate inner-sphere complexes
278
(Bai et al., 2016) (Eqs. 5 and 6). The shift of As fraction in soil samples from the
279
unstable fractions to the residual fraction can prevent As release. These results further
280
indicated that BMO could act an oxidation agent and As adsorbent.
281
≡MnOH + H2AsO3- →≡Mn-HAsO3- +H2O
(5)
282
≡MnOH + HAsO32- →≡Mn-AsO32- +H2O
(6)
283
3.5 Changes in bacterial diversity and community structure
284
As summarized in Table 2, high–quality sequence reads ranging from 35535 to
285
57676 were achieved for untreated and BMO-treated soil samples. The operational
286
taxonomic units (OTUs) of the samples were calculated at the 3% cut-off level.
287
Good’s coverage (0.99) indicated that sufficient sequencing depths were obtained. The
288
bacterial community diversity in untreated and BMO–treated soil samples is reflected 14
289
by Shannon and Simpson indices. The Simpson index for BMO–treated samples
290
decreased with increasing BMO. The Simpson indices were 0.50, 0.48, 0.35, 0.25 and
291
0.12 for B1, B2, B3, B4 and B5, respectively, which were significantly lower than
292
0.52 for the untreated soil sample. On the other hand, the Shannon indices had the
293
opposite tendency and increased with increasing BMO. Changed in both indices
294
indicated that the bacterial community diversity remarkably improved after BMO
295
treatment compared to that of the untreated sample. These results suggested that
296
bacterial succession occurred in the soil after BMO treatment.
297 298
Table 2 Diversity indices of bacterial community in the untreated and BMO–treated soil samples Items
Sequences
OTUs
B0 B1 B2 B3 B4 B5
48711 57676 52258 47484 35535 55025
939 1183 1183 932 745 1056
Microbial community diversity Simpson
Shannon
Goods coverage
0.52 0.50 0.48 0.35 0.25 0.12
1.78 1.81 1.85 2.11 2.36 3.53
0.99 0.99 0.99 0.99 0.99 0.99
299 (a) Others Gemmatimonadetes Verrucomicrobia unclassified Bacteroidetes Planctomycetes Actinobacteria Acidobacteria Chloroflexi Proteobacteria Firmicutes
80
60
40
100
20
301 302
Others Sphingobacterium Paludibaculum Azospira Cellulomonas Ralstonia Sphingomonas Geodermatophilus Acidobacteria Gp3 Ktedonobacter Phenylobacterium Massilia Pseudomonas Acidobacteria Gp1 Alicyclobacillus Symbiobacterium Paenibacillus Tumebacillus Oxalophagus Pullulanibacillus unclassified Bacillus
60
40
20
0
300
(b)
80 Relative abundance /%
Relative abundance /%
100
0
B0
B1
B2
B3
B4
B5
B0
B1
B2
B3
B4
B5
Fig. 5 Relative abundances of different bacterial community (a: phylum level; b: genus level) before and after 30 days of BMO reaction.
303 304
Taxonomic classification was determined to reveal the structure of the bacterial
15
305
community and the abundance of functional microbes in the soil samples. At the
306
phylum level (Fig. 5a), the most abundant phyla in the untreated sample were
307
Firmicutes, accounting for 93.7% of the total microbial sequences. The dominance of
308
Firmicutes has been reported for highly arsenic–contaminated sites (Chen et al., 2017;
309
Das et al., 2016). Although the dominant phylum for the BMO–treated samples was
310
still Firmicutes, the proportion of Firmicutes decreased significantly with increasing
311
BMO, while the proportion of other phyla, such as Proteobacteria, Chloroflexi,
312
Acidobacteria and Actinobacteria, significantly increased. A similar study by (Shao et
313
al., 2016) reported an increase in the relative abundance of Acidobacteria after the
314
addition of nano–MnO2 amendment. In addition, for the B5 treatment, the proportion
315
of Firmicutes decreased from 93.7 to 66.7%, while that of Proteobacteria increased
316
from 1.8 to 21.8%.
317
Fig. 5b further reveals the genus level distributions of the bacterial populations
318
after treatment with different dosages of BMO. The top three genera in untreated soil
319
were Bacillus (75.9%), unclassified (7.2%) and Pullulanibacillus (4.9%), accounting
320
for 88.1% of the total bacterial sequences. The structure of the microbial community
321
was altered when BMO was added to the soil system. The relative abundances of
322
Bacillus, Pullulanibacillus and Tumebacillus decreased, while the percentage of
323
unclassified, Oxalophagus, and Paenibacillus increased. Members of the genera
324
Symbiobacterium (8.2%), affiliated with the Firmicutes group, Massilia (2.0%) and
325
Phenylobacterium (2.4%) and Sphingomonas (1.5%), belonging to the Proteobacteria
326
group was present in higher amounts in the B5 treatment sample than other treatment 16
327
samples. These results showed that high amounts of BMO significantly improved the
328
bacterial relative abundance and community diversity.
329
In addition, BMO was produced by P. putida strain MnB1; however, the
330
proportion of Pseudomonas genera in all untreated and BMO–treated soil samples was
331
fairly low (˂1.5%), indicating that P. putida strain MnB1 was not the predominant
332
bacterial group after BMO treatment. These results suggested that the poorly
333
crystalline Mn oxide minerals in BMO play a dominant role in As stabilization and
334
changes of bacterial community. Results from a recent study by Wang et al. (2019c)
335
are consistent with those of this current study; i.e., poorly crystalline iron minerals in
336
biogenic flocs resulted in the removal of majority As(III). In addition, Fig. 2 shows
337
that BMO covering the surface of a cell may inhibit cell involvement in geochemical
338
reactions. Moreover, our recent study (Wang et al., 2019a) indicated that the bacterial
339
activity in BMO did not significantly affect Sb(III) removal, but adsorption and
340
re-oxidation of Mn(II) by BMO may provide new reactive sites for the detainment of
341
Sb(III).
342
3.7 Comparison of As stabilization by BMO and abiotic Mn oxides
343
The stabilization of As varied with type of soil, crystal structure of Mn oxides
344
and soil properties (Cui et al., 2018; He et al., 2019b; Yuan et al., 2019); thus, it is
345
difficult to evaluate the stabilization of As with other studies. In this work, the
346
stabilization of As after BMO treatment was compared to that with two types of
347
abiotic Mn oxides, micro–MnO2 and nano–MnO2. The As stabilization was calculated
348
per unit mass of amendment, and the results are shown in Fig. 6. The BMO stabilized 17
349
As at levels of 49.6-201.6 mg/kg·g-1 amendment in DW leaching tests and 41.8-165.8
350
mg/kg·g-1 amendments for TCLP leaching tests, which was significantly higher than
351
the values seen with micro–MnO2 (0.4-2.8 mg/kg·g-1 amendment for DW leaching
352
tests and 0.6-4.1 mg/kg·g-1 amendment for TCLP leaching tests) and nano–MnO2
353
(0.4-3.2 mg/kg·g-1 amendment for DW leaching tests and 0.5-4.4 mg/kg·g-1
354
amendment for TCLP leaching tests). These results further confirmed that BMO is
355
favorable for the stabilization of As in soils. 200
Stabilization efficiency of As (mg/kg g-1 amendments)
150
DW tests TCLP tests
100 50 6 4 2 0 1% 5% 10% 1% 5% 10% B1 MMO
NMO
B2 B3 B4
B5
BMO
356 357 358 359
Fig. 6 Effect of Mn oxides types on the stabilization of As. MMO and NMO represent micro–MnO2 and nano–MnO2, respectively.
360
4. Conclusions
361
This study demonstrated that the role of BMO for stabilization of As in the
362
contaminated soils. The experimental indicated that BMO can effectively stabilize As
363
in soils. XANES analysis indicated that As(III) in soils was completely oxidized by
364
BMO to form As(V). The addition of BMO led to a decrease in the exchangeable
365
fraction of As in soils and a remarkable increase in the residual phase. Stabilization
366
efficiency levels of 49.5-67.4% and 27.7-41.1% were found in the DW and TCLP
367
tests, respectively, after 15 days of reaction. The 16S RNA high-throughput
368
sequencing analysis suggested that the bacterial community diversity significantly 18
369
improved after BMO treatment. BMO significantly increased the abundance of the
370
Proteobacteria phylum, including Massilia, Phenylobacterium and Sphingomonas
371
genera. In comparison to abiotic Mn oxides, BMO treatment exhibits a higher As
372
stabilization efficiency of As. Overall, BMO can be used as a promising material for
373
the remediation of As in contaminated soils, however, further work is still needed to
374
verify its efficiency and the effect of environmental factors on field scales.
375
Acknowledgements
376
This work was supported by the Key Research and Development Plan of
377
Shandong Province (grant numbers 2018GSF117030), the Shandong Province Natural
378
Science Foundation (grant numbers ZR2018BEE037), the China CPSF-CAS Joint
379
Foundation for Excellent Postdoctoral Fellows (grant numbers 2016LH0048), the
380
China Postdoctoral Science Foundation (grant numbers 2016M600829) and Croucher
381
Chinese Visitorships 2018-2019.
382
Appendix A: Supplementary materials.
383
Supplementary data related to this article can be found.
384
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Highlights BMO was successfully used for the stabilization of As in soil. BMO effectively stabilize As in contaminated soil. Bacterial community was remarkably changed after BMO treatment. BMO had a higher efficiency in stabilizing As than abiotic MnO2.
Declaration of Competing Interest There are no conflicts to declare.