Sarah E Rothenberg1, Runsheng Yin2,3,4, James P Hurley3,4, David P Krabbenhoft5, Yuyun Ismawati6,7, Chuan Hong1, Alexis Donohue1. 1. Department of Environmental Health Sciences, University of South Carolina , Columbia, South Carolina 29208, United States. 2. State Key Laboratory of Environmental Geochemistry, Institute of Geochemistry, Chinese Academy of Sciences , Guiyang 550002, China. 3. Environmental Chemistry and Technology Program, University of Wisconsin-Madison , Madison, Wisconsin 53706, United States. 4. Department of Civil and Environmental Engineering, University of Wisconsin-Madison , Madison, Wisconsin 53706, United States. 5. U.S. Geological Survey, 8505 Research Way, Middleton, Wisconsin 53562, United States. 6. BaliFokus Foundation, Mandalawangi No. 5, Jalan Tukad Tegalwangi, Denpasar 80223, Bali, Indonesia. 7. Medical Research-International Health Center for International Health, Medical Center of the University of Munich , Munich, Germany.
Abstract
Mercury (Hg) isotopic signatures were characterized in polished rice samples from China, U.S., and Indonesia (n = 45). Hg isotopes were also analyzed in paired hair samples for participants from China (n = 21). For the latter, we also quantified the proportion of methylmercury intake through rice (range: 31-100%), and the weekly servings of fish meals (range: 0-5.6 servings/weekly). For these participants, 29% (n = 6) never ingested fish, 52% (n = 11) ingested fish < twice/weekly, and 19% (n = 4) ingested fish ≥ twice/weekly. In rice and hair, both mass-dependent fractionation (MDF, reported as δ202Hg) and mass-independent fractionation (MIF, reported as Δ199Hg) of Hg isotopes were observed. Compared to rice, hair δ202Hg values were enriched on average (±1 standard deviation) by 1.9 ± 0.61‰, although the range was wide (range: 0.45‰, 3.0‰). Hair Δ199Hg was significantly inversely associated with %methylmercury intake from rice (Spearman's rho = -0.61, p < 0.01, n = 21), i.e., as the proportion of methylmercury intake from rice increased, MIF decreased. Additionally, hair Δ199Hg was significantly higher for participants ingesting fish ≥ twice/weekly compared to those who did not ingest fish or ingested fish < twice/weekly (ANOVA, p < 0.05, n = 21); Overall, results suggest that Hg isotopes (especially MIF) in human hair can be used to distinguish methylmercury intake from rice versus fish.
Mercury (Hg) isotopic signatures were characterized in polished rice samples from China, U.S., and Indonesia (n = 45). Hg isotopes were also analyzed in paired hair samples for participants from China (n = 21). For the latter, we also quantified the proportion of methylmercury intake through rice (range: 31-100%), and the weekly servings of fish meals (range: 0-5.6 servings/weekly). For these participants, 29% (n = 6) never ingested fish, 52% (n = 11) ingested fish < twice/weekly, and 19% (n = 4) ingested fish ≥ twice/weekly. In rice and hair, both mass-dependent fractionation (MDF, reported as δ202Hg) and mass-independent fractionation (MIF, reported as Δ199Hg) of Hg isotopes were observed. Compared to rice, hair δ202Hg values were enriched on average (±1 standard deviation) by 1.9 ± 0.61‰, although the range was wide (range: 0.45‰, 3.0‰). Hair Δ199Hg was significantly inversely associated with %methylmercury intake from rice (Spearman's rho = -0.61, p < 0.01, n = 21), i.e., as the proportion of methylmercury intake from rice increased, MIF decreased. Additionally, hair Δ199Hg was significantly higher for participants ingesting fish ≥ twice/weekly compared to those who did not ingest fish or ingested fish < twice/weekly (ANOVA, p < 0.05, n = 21); Overall, results suggest that Hg isotopes (especially MIF) in human hair can be used to distinguish methylmercury intake from rice versus fish.
Mercury (Hg) is a global pollutant and potent neurotoxin.[1] In the environment and during metabolism, Hg
undergoes transformations that modify its toxicity.[1] Hg is comprised of seven stable isotopes (196–204
amu), which can be used to elucidate processes governing Hg transformations.[2,3] All Hg isotopes are subject to mass-dependent fractionation (MDF,
reported as δ202Hg), while the highest degree of
mass-independent fractionation (MIF) occurs for two odd-isotopes (reported
as Δ199Hg and Δ201Hg). MDF has been
observed for various abiotic/biotic transformations.[4−6] In environmental samples, the MIF isotopic signature is most likely
obtained during methylmercury (MeHg) photodegradation or Hg(II) photoreduction.[2,3,7]Hg isotopes have been used
to track MeHg trophic transfer in aquatic
food webs,[8−16] and in human fish-eating populations.[17−21] Among fish consumers, hair δ202Hg
was enriched by ∼2‰ compared to seafood, suggesting
MDF occurred during MeHg metabolism.[17−21] However, no significant MIF was observed during trophic
transfer because photochemical reactions are the primary cause for
MIF, as noted above.[2,3,7] The
absence of MIF during metabolic processes suggests MIF may be used
as a tool to trace MeHg sources in food webs.Fish ingestion
is considered the primary exposure pathway for MeHg;
however, rice ingestion is also an important dietary source of MeHg.[22−26] To the best of our knowledge, just two studies reported Hg stable
isotopes in rice, and both were for rice samples from Wanshan, China.[27,28] Compared to fish tissue, rice δ202Hg and Δ199Hg values were more negative, as follows. The maximum Δ199Hg value reported for rice was +0.06‰,[27] compared to +5.73‰ for freshwater fish,[12] while the maximum value for rice δ202Hg was −0.48‰, compared to approximately +1.5‰
for freshwater fish.[3] Higher δ202Hg and Δ199Hg values for fish are attributed
to enhanced photochemical degradation of Hg in the water column, which
differs from flooded paddy soil.[2,3,27,28]In the present study, we
characterized Hg isotopes in polished
rice samples from three countries, including China, U.S., and three
artisanal and small-scale gold mining (ASGM) locations in Indonesia.
In addition, Hg isotopes are reported for hair samples from 21 pregnant
mothers in China, who also donated rice samples from home, i.e., hair/rice
samples were paired. For the entire cohort of pregnant mothers, we
previously reported rice ingestion comprised on average 79% (median:
88%) of dietary MeHg intake, while fish ingestion comprised on average
21% (median: 12%) of MeHg intake (n = 398 mothers).[23] Total Hg (THg) and/or MeHg concentrations for
rice were previously reported for locations in China[23,29] and the U.S..[30]For Hg isotopes,
we hypothesize that rice Hg MDF will differ between
ASGM and non-ASGM sites due to differences in the environmental Hg
sources. For hair and rice MDF, we hypothesize that trophic transfer
may differ from other studies among seafood consumers[17−21] due to potential differences in Hg speciation in rice and seafood,
and/or differences in the metabolism of rice and seafood.[24] Lastly, we hypothesize that hair MIF may distinguish
the proportion of MeHg intake from rice versus fish.
Materials and Methods
Rice Collection and Polishing
Rice
samples were from Daxin, China (n = 21),[23] Wanshan, China (n = 8),[29] Arkansas, U.S. (n = 3),[30] and three ASGM (n = 13) locations
in Indonesia (n = 45 total rice samples). Daxin is
located in Guangxi province, and this area is considered noncontaminated
for Hg.[23] Wanshan is located in Guizhou
province, China, the site of the former Wanshan Hg mine, which officially
closed in 2002.[29] Rice was also cultivated
at the University of Arkansas Rice Research and Extension Center.[30] There were no local Hg point sources; rice samples
for this analysis were harvested from rice fields, which were continuously
flooded (n = 2) or drained one time early in the
rice cultivation season (n = 1).[30] Thirteen rice samples from Indonesia were harvested from
villages located in Bombana (n = 1), Cisitu (n = 6), and Pangkal Jaya Village (n = 6).
ASGM has been documented in all three sites, including the use of
ball-mills, where liquid Hg(0) is mixed with crushed ores to recover
gold.[31] In two Indonesian sites (Bombana
and Cisitu), rice grain was collected from households located approximately
5–7 km from ASGM activities, and these sites are hereafter
referred to as the Indonesian background sites. In Pangkal Jaya Village,
rice grain was collected directly from paddy fields located next to
ASGM activities; hereafter referred to as the Indonesian ASGM site.
In all sites, rice samples were retained in this analysis if the riceTHg concentration was >10 ng/g, measured using 202Hg
isotopic
signals (see Section ).Rice samples from Arkansas and the ASGM site in Indonesia
were dehulled and polished as previously described,[30] using different polishing discs for high- and low-Hg rice.
Rice samples from China and the Indonesian background sites were already
hulled and polished. All rice samples were ground to a powder, using
two different coffee grinders for high- and low-Hg rice. In addition,
the polisher and grinders were cleaned between samples with ethanol
to prevent carry-over of Hg.
Hair Collection and Washing
In Daxin,
China, hair samples were paired with rice samples collected from the
same participants (n = 21) (see section ). The following protocols
were reviewed and approved by the Institutional Review Boards at the
University of South Carolina and XinHua Hospital (China). Pregnant
women were recruited at parturition at the Maternal and Child Health
Hospital in Daxin county, China. After providing informed consent,
mothers donated a hair sample, and a family member brought a rice
sample from home. The hair sample was cut from the occipital region
using stainless steel scissors, the proximal end was tied with dental
floss, and the sample was stored in a plastic bag at room temperature.
Rice samples were stored frozen (−26 °C), and then at
−80 °C. For the present study, the portion of hair corresponding
to the second trimester was analyzed.[32] There was insufficient volume of hair to analyze MeHg.Prior
to Hg analysis, hair samples were washed to remove exogenous Hg, using
methods previously described.[23] Briefly,
porcelain dishes were soaked overnight in 1.2 N hydrochloric acid
(HCl), then triple-rinsed in double-distilled H2O (DDI-H2O) (>18.0 MΩ cm–1). Hair samples
were
weighed into acid-washed porcelain dishes, 50 mL of 0.1% (v/v) 2-mercaptoethanol
were added, samples were gently shaken for 1 h, triple-rinsed using
DDI-H2O, air-dried overnight in a biosafety cabinet equipped
with a HEPA (high efficiency particulate air) filter (Baker Company,
Sanford, ME), and then double-bagged to prevent further Hg contamination.
Food Frequencies and Dietary MeHg Intake
During their hospital stay, mothers filled out a 102-item semiquantitative
food frequency questionnaire including categories for rice, pork,
other meats, eggs, fruits, vegetables, and seven varieties of fish
(ocean fish, freshwater fish, shrimp, eel, other shellfish, snails,
and crab), reflecting food intake during the third trimester.[33] Mothers chose from eight options ranging from
“never” to “≥ twice per day”, which
were converted to servings/day, as previously described.[23] Mothers selected the portion size (g/serving)
for rice from three pictures containing known quantities of rice and/or
actual bowls. The portion size for ocean fish and freshwater fish
was 170 g/serving, while the portion size for other fish/shellfish
varieties was 100 g/serving.[23] Rice MeHg
concentrations were determined (see section ). THg concentrations were quantified for
freshwater fish tissue purchased in Daxin markets (n = 13) (see section ), and fish tissue THg concentrations were determined for
the other six varieties of fish/shellfish from a comprehensive literature
search (SI Table S1).[23] Rice MeHg intake and fish MeHg intake were calculated using
the following equations; for eq , we assumed fish tissue THg was approximately equivalent
to fish tissue MeHg.[1]Total dietary
MeHg intake (μg/day) was
determined by adding eqs and (2); the proportion of dietary MeHg intake
attributed to rice or fish was also obtained.
Hg Analyses
THg
and MeHg
THg concentrations for fish, hair, and
most rice samples (n = 34/45) were measured using
U.S. Environmental Protection Agency (EPA) Method 7473,[34] including thermal decomposition, amalgamation,
and quantification by atomic absorption spectrophotometry (Lumex Model
RA-915+/PYRO-915+, St. Petersburg, Russia). A subset of rice samples
(n = 11) were measured using cold acid digestion
(EPA 1631), as follows.[35] Rice samples
(0.5 g) were digested overnight in 40 mL borosilicate glass bottles
with Teflon-lined lids using 2.5 mL of HCl and nitric acid (HNO3) (4:1 HCL:HNO3 v/v). Then samples were oxidized
overnight using 0.2 N bromine monochloride (BrCl) (0.5%). The following
day, hydroxylamine hydrochloride (0.050 mL) was added to neutralize
BrCl, then Hg(II) was reduced to Hg(0) using stannous chloride, and
Hg was purged onto gold traps. THg concentrations were quantified
using the Merx-T and cold vapor atomic fluorescence spectrometry (CVAFS)
(Brooks Rand Instruments, Seattle, WA).[35]Rice MeHg was extracted using methods from Liang et al.[36] and extracts were analyzed using EPA Method
1630.[37] Briefly, ∼0.5 g rice were
weighed into a 50 mL polypropylene vial and digested in 2 mL of 25%
(w/v) potassium hydroxide-methanol in a 75 °C oven. Then 6 mL
of dichloromethane and 1.5 mL of HCl were added, samples were shaken,
centrifuged (4000 rpm = 3000g, 30 min), and phases
were separated. The organic layer was transferred to a preweighed
50 mL polypropylene vial, then 35 mL of DDI-H2O were added,
and vials were heated for 1.5 h at 60–70 °C to remove
dichloromethane. MeHg extracts were analyzed following ethylation
with sodium tetraethylborate, purge and trap onto Tenax traps, and
quantification by gas chromatography-CVAFS (Brooks Rand Instruments,
Seattle, WA).[37]For quality assurance/quality
control for all data sets, see SI Table S2. For THg, recovery of five certified
reference materials averaged 74–110% (n =
35) and the relative percent difference between replicates averaged
8.5% (n = 87). For MeHg, the average recovery of
matrix spikes and two certified reference materials ranged from 69
to 96% (n = 103), and the relative percent between
replicates averaged 13% (n = 74). The minimum detection
levels were 0.0095 μg/g for hair THg, 0.002 ng/g for rice MeHg,
0.5 ng/g for riceTHg (using EPA 7473), and 0.01 ng/g for riceTHg
(using EPA 1631). All results exceeded the detection levels.
Hg Isotopes
Rice (∼0.4 g) and hair samples (∼0.015
g) were digested in aqua regia [rice: 5 mL HNO3, hair:
1.5 mL of HNO3:HCl (3:1 v/v)] in a water bath at 85–95
°C for 1.5–2.5 h,[17,28] then 0.25 mL of 0.2
N BrCl were added at least 12 h before analysis to convert all Hg
to Hg(II). Rice and hair digests were diluted using DDI-H2O to a final concentration of 0.3–1.0 ng/mL and ∼1
ng/mL, respectively, with 5–20% acid concentration. Just before
analysis, hydroxylamine hydrochloride (0.05 mL) was added to remove
excessive BrCl. Standard reference materials [IAEA-086 (human hair)
and TORT-2 (lobster)] were prepared and analyzed using appropriate
protocols, described above. THg concentrations were monitored by multicollector
inductively coupled plasma mass spectrometry (MC-ICP-MS) using 202Hg signals, which yielded mean recoveries for rice, hair,
and standard reference materials of 100% (median: 98%, range: 77–134%, n = 73). The sensitivity for 202Hg was 0.5–0.6
V per ng/mL Hg, and the 202Hg signals were <0.04 V for
blank solutions.Hg isotopes were analyzed using a Neptune Plus
MC-ICP-MS, as described by Yin et al.[38] Briefly, Hg(II) extracts were continuously mixed and reduced to
Hg(0) with 3% tin chloride using a cold vapor generator, and volatile
Hg(0) was separated by a frosted glass phase separator and introduced
to the MC-ICP-MS with argon gas. Instrumental mass bias was corrected
using an internal thallium (Tl) standard (NIST SRM 997, 20 ng/g Tl
in 3% HCl) and sample-standard bracketing. The Hg concentrations and
acid matrices of the bracketing standard (NIST SRM 3133) differed
by <10% compared to the neighboring samples. MDF is expressed using
the δ202Hg notation (eq ), while MIF is expressed as the difference between
the measured δxxxHg value, the value predicted based
on MDF, and the δ202Hg value (eqs -6).[39]The UM-Almadén secondary standard solutions
with similar
Hg concentrations (0.3, 0.5, and 1.0 ng/mL) and acid matrices (10%)
were measured once every 10 samples. Data uncertainties reflect the
larger values of either the external precision of the replication
of the UM-Almadén standard or the measurement uncertainty of
standard reference materials. For UM-Almadén (n = 18) and standard reference materials, the overall average and
uncertainty (±2 SD) agreed with previously reported results.[15,17,18,20,39] See SI Table S3 for all Hg isotope data.Rice and hair THg and MeHg analyses
were completed at the University
of South Carolina, fish tissue THg was analyzed at Beijing Lumex Analytical
Co. Ltd., China, and stable Hg isotopes were analyzed at the University
of Wisconsin-Madison’s State Laboratory of Hygiene.
Statistics
Bivariate associations
between continuous variables were determined using Spearman’s
correlation or Pearson’s correlation; for the latter, a log10-transformation was applied if the data elements were right-skewed.
Differences between groups were compared using the Kruskal–Wallis
test (for skewed variables) or one-way analysis of variance (ANOVA)
(for normally distributed variables). Following ANOVA, pairwise differences
were assessed using Sidak’s test for multiple comparisons,
and these p-values were reported in the text. Simple linear regression
was used to assess the strength of the relationship between Δ199Hg and Δ201Hg.[2] An alpha-level of 0.05 was chosen as guide for significance. Stata
9.2 (College Station, Texas) and the R-platform were used for all
statistical analyses.
Results and Discussion
Rice Hg
Concentrations of riceTHg,
rice MeHg, and rice percent MeHg (of THg) are reported in Table and SI Table S3. RiceTHg concentrations in the Indonesian ASGM
site averaged 6.1–10 times higher compared to the four other
sites, including two Indonesian background sites (Kruskal–Wallis, p < 0.01). Although ASGM was practiced at all three Indonesian
sites, THg concentrations were elevated for rice harvested from paddies
next to ASGM activities, and not from paddies located approximately
5–7 km away, suggesting contamination of rice paddies was somewhat
localized. Rice MeHg concentrations averaged 1.5–3.5 times
higher in Arkansas, compared to the other four sites (Kruskal–Wallis, p < 0.05). In addition, rice %MeHg (of THg) averaged 1.2–9.7
times higher in Arkansas compared
to the other four sites (Kruskal–Wallis, p < 0.001). Although flooding-reflooding may result in higher soil
MeHg,[24] the Arkansas rice samples were
from fields that were continuously flooded or drained one time early
in the season (Section ), which was similar
to the hydrology used in China and Indonesia. Instead, higher rice
MeHg in Arkansas possibly reflected differences in soil organic content,
iron content, or other environmental factors that influenced microbial
Hg methylation.[24] RiceTHg and MeHg were
positively correlated using Spearman’s correlation (Spearman’s
rho = 0.41, p < 0.01, n = 45),
and using Pearson’s correlation, when variables were log10-transformed (Pearson’s rho = 0.37, p = 0.02, n = 45).
Table 1
Summary Statistics
for Mercury Concentrations
in Polished Rice (n = 45) and Hair (n = 21)a
sample size
(n)
mercury sources
THg (ng/g) Mean ±1 SD (range)
MeHg
(ng/g) Mean ±1 SD (range)
%MeHg (of
THg) Mean ±1 SD (range)
rice
all
45
NA
32 ± 46
8.6 ± 4.5
49 ± 28
(8.2–200)
(1.8–22)
(4.8–96)
rice
Daxin, Chinab
21
background
14 ± 2.8
8.4 ± 2.7
64 ± 21
rice
Wanshan, Chinab
8
former Hg mine
(9.5–21)
(5.3–15)
(28–96)
20 ± 9.5
8.0 ± 3.6
42 ± 13
rice
Bombana and
Cisitu, Indonesia
7
background
(10–38)
(2.9–13)
(23–60)
15 ± 5.6
4.6 ± 3.8
28 ± 14
(8.9–26)
(1.8–12)
(13–46)
rice
Pangkal Jaya Village, Indonesia
6
ASGM
140 ± 44
11 ± 5.2
8.1 ± 4.7
rice
Arkansas, U.S.b
3
background
(100–200)
(5.7–18)
(4.8–17)
18 ± 8.8
16 ± 7.2
91 ± 5.3
(8.2–25)
(7.8–22)
(86–96)
hair
Daxin, China
21
background
1500 ± 570
NA
NA
(trimester 2)
(1030–3050)
ASGM (artisanal
and small-scale
gold mining), Hg (mercury), MeHg (methylmercury), NA (not applicable),
SD (standard deviation), THg (total mercury).
References: Daxin (MeHg),[23] Wanshan (THg and MeHg),[29] and Arkansas,
USA (THg and MeHg).[30]
ASGM (artisanal
and small-scale
gold mining), Hg (mercury), MeHg (methylmercury), NA (not applicable),
SD (standard deviation), THg (total mercury).References: Daxin (MeHg),[23] Wanshan (THg and MeHg),[29] and Arkansas,
USA (THg and MeHg).[30]Excluding the Indonesian ASGM site,
all riceTHg concentrations
were within the range reported for global nonpolluted sites (range:
1.0–45 ng/g),[24] including rice samples
from Wanshan, China (Table ). Many studies from Wanshan reported higher riceTHg concentrations;
however, most rice samples were collected from paddies near the former
Hg mine or near active Hg smelters.[24] Rice
samples included in this analysis were originally from a feasibility
pilot among pregnant women, who lived throughout Wanshan District,
including less-contaminated areas.[29] For
all rice samples, 24% (=11/45) of the rice MeHg concentrations were
within the range reported for global nonpolluted sites (range: 0.86–5.8
ng/g),[24] including one sample from the
Indonesian ASGM site.
Rice MDF and MIF
Rice δ202Hg averaged (±1 SD) −1.69 ±
0.54‰
(range: −3.3‰, −0.07‰, n = 45) (Figure ac, SI Table S3). Rice Δ199Hg and
Δ201Hg averaged (±1 SD) −0.04 ±
0.11‰ and −0.05 ± 0.09‰, respectively (range
for both: −0.24‰, 0.16‰, n =
45) (Figure bd). The
range for MIF (0.40‰) was narrow compared to the range for
δ202Hg (3.23‰). No significant MIF of Δ200Hg was observed for rice (average ±1 SD: 0.00 ±
0.05‰). Rice Hg isotopes from this study were comparable to
values for rice from Feng et al.[27] and
Yin et al.,[28] which were included in Figures ab.
Figure 1
For rice and hair samples:
(a) Δ199Hg versus δ202Hg and (b)
Δ199Hg versus Δ201Hg, and simple
linear regression (slope ±2 standard error) for
rice (red line) and hair (black line) from this study. In graphs (a)
and (b), rice from this study = closed circles (n = 45) and hair from this study = open triangles (n = 21). Legend for closed circles: black (Daxin, China), blue (Wanshan,
China), green (Indonesian background sites), red (Indonesian artisanal
and small scale gold mining sites), and pink (Arkansas, U.S.). Rice
Hg isotope values from other studies include black ×’s27 and blue ×’s.[28] Representative
values for 2 standard deviations (sd) of analytical uncertainty measured
for this study are shown in (a) and (b). Figures (c) and (d) are for
the same parameters as in (a) and (b), respectively, including just
the paired rice samples (closed circles) and hair samples (open triangles)
from Daxin, China (n = 21 pairs) with corresponding
colors for each pair. Figure 1c includes the difference between hair
and rice δ202Hg (average ±1 SD = 1.9 ±
0.61‰).
For rice and hair samples:
(a) Δ199Hg versus δ202Hg and (b)
Δ199Hg versus Δ201Hg, and simple
linear regression (slope ±2 standard error) for
rice (red line) and hair (black line) from this study. In graphs (a)
and (b), rice from this study = closed circles (n = 45) and hair from this study = open triangles (n = 21). Legend for closed circles: black (Daxin, China), blue (Wanshan,
China), green (Indonesian background sites), red (Indonesian artisanal
and small scale gold mining sites), and pink (Arkansas, U.S.). Rice
Hg isotope values from other studies include black ×’s27 and blue ×’s.[28] Representative
values for 2 standard deviations (sd) of analytical uncertainty measured
for this study are shown in (a) and (b). Figures (c) and (d) are for
the same parameters as in (a) and (b), respectively, including just
the paired rice samples (closed circles) and hair samples (open triangles)
from Daxin, China (n = 21 pairs) with corresponding
colors for each pair. Figure 1c includes the difference between hair
and rice δ202Hg (average ±1 SD = 1.9 ±
0.61‰).Rice samples from the
Indonesian ASGM site had significantly lower
δ202Hg values (mean ±1SD: −3.1 ±
0.43‰, range: −3.3‰, −2.2‰, n = 6), compared to the other four sites, including the
Indonesian background sites (mean ±1SD: −1.5 ± 0.54‰,
range: −2.7‰, −0.07‰, n = 39) (ANOVA, p < 0.0001 for all pairwise associations),
while no significant differences were observed between sites for both
Δ199Hg and Δ201Hg (ANOVA, p = 0.42–1.0 for all pairwise associations). δ202Hg values observed in this study for the Indonesian ASGM
site were similar to δ202Hg values for rice samples
from two active Hg mining sites in Wanshan, China.[27]MDF occurs during incorporation of Hg by rice;[28] however, uptake of Hg was not expected to differ
between
these locations. Instead, significantly lower δ202Hg values in the Indonesian ASGMrice samples suggested higher incorporation
of Hg(0) by two potential pathways, i.e., through the atmosphere or
through the soil, as follows. ASGMminers use liquid Hg(0) to amalgamate
gold particles, and the Hg-gold amalgamate is heated at a high temperature
to release Hg(0). Rice paddies located next to ASGM activities were
also possibly irrigated with Hg-laden runoff. Estrade et al.[4] reported heating of liquid Hg(0) volatilized
the lighter Hg isotopes, i.e., for vapor collected following evaporation
of liquid Hg(0), δ202Hg values averaged (±2
SE) −6.65 ± 0.28‰ at 22 °C, while at 100 °C
δ202Hg values for vapor averaged (±2 SE) −0.79
± 0.22‰. Significantly lower rice δ202Hg values in the ASGM sites compared to the other four locations
suggested higher incorporation of liquid Hg(0), which was not likely
incinerated, and instead, was accumulated from the paddy soil. Alternatively,
significantly lower δ202Hg values possibly reflected
higher incorporation of atmospheric Hg. Lower δ202Hg values were reported in precipitation collected near coal-fired
power plants compared to distant sites,[40] suggesting more negative δ202Hg values in polluted
air. Most Hg (∼80%) in rice seeds is accumulated from the soil,
while a smaller fraction of Hg originates from the atmosphere.[28] Both pathways possibly contributed to significantly
lower δ202Hg values in the ASGM site compared to
the other locations.Rice δ202Hg was positively
correlated with rice
MeHg, excluding rice from the ASGM Indonesian site (Figure a, n = 39).
When the ASGM site was included, Spearman’s correlation was
attenuated from 0.31 (p = 0.05, n = 39) to 0.16 (p = 0.30, n = 45).
This positive association (excluding the ASGM site) was possibly due
to fractionation of δ202Hg during microbial Hg(II)
methylation, reflecting preferential microbial methylation of lighter
isotopes.[6,41,42] Conversely,
rice Δ199Hg was not correlated with rice MeHg (Figure b). This was not
surprising because MIF is not produced by biotransformations, including
microbial methylation/demethylation.[5,13,41] Using rice %MeHg (of THg) instead of rice MeHg, a
positive correlation was observed between rice δ202Hg and rice %MeHg (of THg) (when all data were included), while there
was no correlation between Δ199Hg and rice %MeHg
(of THg) (SI Figure S1), similar to Feng
et al.[27]
Figure 2
(a) Rice δ202Hg versus
rice methylmercury (MeHg)
and (b) Rice Δ199Hg versus rice methylmercury (MeHg).
For rice: black (Daxin, China), blue (Wanshan, China), green (background
sites in Indonesia), red [artisanal and small scale gold mining (ASGM)
sites in Indonesia], and pink (Arkansas, U.S.). In Figure 2a, when
rice from ASGM sites were included, Spearman’s rho = 0.16, p = 0.30, n = 45.
(a) Rice δ202Hg versus
rice methylmercury (MeHg)
and (b) Rice Δ199Hg versus rice methylmercury (MeHg).
For rice: black (Daxin, China), blue (Wanshan, China), green (background
sites in Indonesia), red [artisanal and small scale gold mining (ASGM)
sites in Indonesia], and pink (Arkansas, U.S.). In Figure 2a, when
rice from ASGM sites were included, Spearman’s rho = 0.16, p = 0.30, n = 45.In environmental samples, the MIF isotopic signature is mainly
obtained through MeHg photodegradation or Hg(II) photoreduction.[2] The strength of the relationship between 199Hg and 201Hg is used to distinguish between the
two mechanisms.[2] In the present study,
the rice Δ199Hg:Δ201Hg slope (±2
SE) was 1.11 ± 0.18 (r-squared = 0.78, n = 45) (Figure b), which was similar to the slope reported for Hg(II) photoreduction
experiments (mean ±2 SE: 1.00 ± 0.02).[2] This differs from the slope for experimental MeHg photodegradation
(1.36 ± 0.02‰, 2 SE),[2] which
was also observed in fish tissue and biota (Δ199Hg:Δ201Hg slope: 1.26–1.32).[2,8,15,16] Results suggested that
Hg accumulated in rice grain had undergone Hg(II) photoreduction rather
than MeHg photodegradation, which was also reported for rice paddy
soil, rice roots, leaves, stems, and seeds (Δ199Hg:Δ201Hg mean: ∼ 1.0) by Yin et al.[28]
Hair THg
For 21
pregnant mothers
in Daxin, hair THg (trimester 2) averaged (±1SD) 1.5 ± 0.57
μg/g (range: 1.03 μg/g, 3.05 μg/g), which was higher
than hair THg (trimester 3) reported for the entire cohort (0.48 ±
0.26 μg/g, range: 0.08 μg/g, 1.70 μg/g, n = 398).[23] For this analysis,
we included rice samples with THg concentrations >10 ng/g, and
therefore
retained participants with higher hair THg. Hair THg concentrations
for the second and third trimesters were significantly positively
correlated, when log10-transformed (Pearson’s rho
= 0.47, p < 0.05, n = 21). Using
Spearman’s correlation, hair THg concentrations were positively
correlated, but not significantly (Spearman’s rho = 0.40, p = 0.08, n = 21).
Rice
and Fish MeHg Intake
For these
21 mothers from Daxin, rice was the main but not exclusive dietary
source for MeHg. Most mothers (86%) ate rice daily, averaging 1.8
meals/daily (median: 2.5 servings/daily, range: 0.08–2.5 servings/daily),
while mothers ingested on average 1.0 fish meal/weekly (median: 0.21
meals/weekly, range: 0–5.6 meals/weekly), including six mothers
(29%) who never ate fish, 11 mothers (52%) who ingested fish <
twice/weekly, and four mothers (19%) who ingested fish ≥ twice/weekly
(SI Table S3). In this rural inland region,
freshwater fish, and shrimp were ingested most frequently (weekly
ingestion by 13 and five mothers, respectively), while ocean fish,
crab, and snails were ingested weekly by one mother each, and eel
was never consumed. Using eqs and (2), the average %MeHg intake from
rice was 80% (median: 87%, range: 31–100%), while the average
%MeHg intake from fish was 20% (median: 13%, range: 0–69%).
Hair MDF and MIF
Hair δ202Hg averaged (±1 SD) 0.32 ± 0.54‰ (range:
−0.86‰, 1.27‰) (Figure a, SI Table S3). Hair Δ199Hg and Δ201Hg averaged
(±1 SD) 0.12 ± 0.16‰ (range: −0.09‰,
0.42‰) and 0.07 ± 0.13‰ (range: −0.11‰,
0.35‰), respectively (see Figure for hair Δ199Hg). The range
for hair δ202Hg was 2.13‰, while the range
for hair Δ199Hg and Δ201Hg was narrow
(0.51‰ and 0.46‰, respectively). No significant MIF
of 200Hg was observed for hair samples (average ±1
SD: 0.00 ± 0.05‰).In previous studies among fish
consumers, researchers utilized δ202Hg in human biomarkers
to investigate biotransformation and accumulation of MeHg.[17−21] For δ202Hg, approximately +2‰ increase was
reported in hair δ202Hg relative to the dominant
seafood for several cohorts, including Bolivian Esse Ejjas native
people (offset: 2.0 ± 0.2‰),[17] a French cohort (2.2 ± 0.8‰),[18] U.S. dentists (∼2‰),[20] Faroese
whalers (1.75‰),[19] and Gulf of Mexico
anglers who predominantly consumed ocean fish (offset: 1.98–2.30‰).[19] In the latter study, the δ202Hg offset varied from 1.4 to 3.2‰ for consumers of coastal
fish, freshwater fish, and shellfish; the authors suggested this range
of values potentially reflected differences in MeHg metabolism, discrepancies
is dietary recall, or lower %MeHg (of THg) for these varieties of
seafood compared to ocean fish or pilot whale.[19]In the present study, the mean difference (±1
SD) in δ202Hg values between paired hair and rice
samples was 1.9 ±
0.61‰ (range: 0.45‰, 3.0‰) (Figure c). The offset range was wider
than observed for most previous studies among seafood consumers,[17−20] which possibly reflected ingestion of fish, in addition to rice.
However, for mothers reporting no fish consumption (n = 6), the δ202Hg offset averaged 1.7 ± 0.91%
and the range did not change (range: 0.45‰, 3.0‰). Variability
in the δ202Hg offset possibly reflected differences
in rice %MeHg (of THg), which ranged from 28 to 96% for Daxin (SI Table S3), as previously suggested.[19] From Figure a, δ202Hg increased as rice MeHg increased;
therefore higher rice %MeHg (of THg) would likely be more enriched
δ202Hg. We found the δ202Hg offset
and rice %MeHg (of THg) were significantly inversely correlated (Spearman’s
rho = −0.56, p < 0.01, n = 21) (Figure ).
This was consistent with the premise that MeHg is more enriched in
δ202Hg compared to inorganic Hg. Similar results
were reported for tissues in whales and seals,[13] and for invertebrates in upland forest sites.[43] Preferential uptake of MeHg and excretion of
inorganic Hg combined with in vivo demethylation of MeHg in the human
body may lead to the larger offset in δ202Hg values
observed here among consumers that have higher inorganic Hg in their
rice.
Figure 3
δ202Hg offset (=hair δ202Hg -
rice δ202Hg) versus rice %methylmercury (MeHg) [of
total mercury (THg)] (n = 21).
δ202Hg offset (=hair δ202Hg -
rice δ202Hg) versus rice %methylmercury (MeHg) [of
total mercury (THg)] (n = 21).For Δ199Hg (as well as Δ201Hg),
researchers reported no significant differences between the MIF signature
of hair and the dominant seafood, and suggested the MIF isotopic signature
was conserved during trophic transfer between seafood and seafood
consumers.[17−21] However, from Figure c, six participants had higher Δ199Hg values for
hair compared to rice. Of the six participants, four ingested fish
≥ twice/weekly, one ingested fish < twice/weekly, and one
did not ingest fish. We did not retain fish tissue for measurement
of Hg isotopes; however, as noted in the Introduction, the magnitude
for Δ199Hg values in fish tissue is much higher compared
to rice (maximum Δ199Hg for rice: + 0.16‰
from this study, SI Table S3; maximum for
freshwater fish: + 5.73‰12). Using the proportion
of MeHg intake from rice, we found that hair Δ199Hg was significantly inversely correlated with the %MeHg intake from
rice (Spearman rho = −0.61, p < 0.01, n = 21) (Figure a). Using the number of fish meals, we also found participants
consuming fish ≥ twice/weekly had hair Δ199Hg values that were significantly higher compared to most mothers
who did not consume fish or ingested fish less often (ANOVA, p < 0.05 for both, n = 21) (Figure b). To interpret,
as the proportion of dietary MeHg intake from rice increased, hair
MIF decreased; similarly, for mothers ingesting fish ≥ twice/weekly,
hair MIF increased compared to mothers ingesting less fish or no fish.
Results suggest that Hg isotopes (especially MIF) in human hair can
be used to distinguish MeHg intake from rice versus fish. We also
considered whether the variability in hair Δ199Hg
was due to differences in rice %MeHg (of THg); however, this bivariate
association was inverse but nonsignificant (Spearman’s rho
= −0.30, p = 0.19, n = 21).
Figure 4
(a) Hair
Δ199Hg versus %methylmercury (MeHg) [of
total mercury (THg)] intake from rice, and (b) Hair Δ199Hg versus number of fish meals/weekly (0/weekly, < 2/weekly, ≥
2/weekly).
(a) Hair
Δ199Hg versus %methylmercury (MeHg) [of
total mercury (THg)] intake from rice, and (b) Hair Δ199Hg versus number of fish meals/weekly (0/weekly, < 2/weekly, ≥
2/weekly).In conclusion, stable Hg isotopes
were measured in rice and hair
samples. Although rice MeHg concentrations are lower compared to fish,
rice ingestion is an important dietary source of MeHg.[24] The Hg isotopic composition in rice differs
from fish, reflecting different Hg accumulation pathways.[28] In this study, rice δ202Hg
values were significantly lower for rice from the Indonesian ASGM
site compared to other locations, including other Indonesian sites
5–7 km away, potentially reflecting uptake of Hg(0) through
the soil or atmosphere. For rice consumers, the average offset (1.9‰)
between rice and hair δ202Hg was similar to other
studies among seafood consumers.[17−20] However, the offset range (range:
0.45‰, 3.0‰) was wider in our study, which was likely
due in part to the range of values for rice %MeHg (of THg) (range:
28–96%). In addition, Δ199Hg was inversely
correlated with the %MeHg intake from rice, and significantly higher
for participants ingesting fish meals ≥ twice/weekly, compared
to participants who did not ingest fish or ingested fish less frequently,
suggesting the MIF isotopic signature was conserved, which was also
reported for seafood consumers.[17−20] Therefore, the Hg MIF isotopic signature may be used
to distinguish between these two dietary sources of MeHg (rice and
fish). These results may be useful for future studies concerning MeHg
exposure among rice consumers.
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