Passive Dosing in Chronic Toxicity Tests with the Nematode

Aug 5, 2016 - In chronic toxicity tests with Caenorhabditis elegans, it is necessary to feed the nematode with bacteria, which reduces the freely diss...
2 downloads 10 Views 853KB Size
Subscriber access provided by Northern Illinois University

Article

Passive dosing in chronic toxicity tests with the nematode Caenorhabditis elegans Fabian Christoph Fischer, Leonard Böhm, Sebastian Hoess, Christel Möhlenkamp, Evelyn Claus, Rolf-Alexander During, and Sabine Schäfer Environ. Sci. Technol., Just Accepted Manuscript • DOI: 10.1021/acs.est.6b02956 • Publication Date (Web): 05 Aug 2016 Downloaded from http://pubs.acs.org on August 10, 2016

Just Accepted “Just Accepted” manuscripts have been peer-reviewed and accepted for publication. They are posted online prior to technical editing, formatting for publication and author proofing. The American Chemical Society provides “Just Accepted” as a free service to the research community to expedite the dissemination of scientific material as soon as possible after acceptance. “Just Accepted” manuscripts appear in full in PDF format accompanied by an HTML abstract. “Just Accepted” manuscripts have been fully peer reviewed, but should not be considered the official version of record. They are accessible to all readers and citable by the Digital Object Identifier (DOI®). “Just Accepted” is an optional service offered to authors. Therefore, the “Just Accepted” Web site may not include all articles that will be published in the journal. After a manuscript is technically edited and formatted, it will be removed from the “Just Accepted” Web site and published as an ASAP article. Note that technical editing may introduce minor changes to the manuscript text and/or graphics which could affect content, and all legal disclaimers and ethical guidelines that apply to the journal pertain. ACS cannot be held responsible for errors or consequences arising from the use of information contained in these “Just Accepted” manuscripts.

Environmental Science & Technology is published by the American Chemical Society. 1155 Sixteenth Street N.W., Washington, DC 20036 Published by American Chemical Society. Copyright © American Chemical Society. However, no copyright claim is made to original U.S. Government works, or works produced by employees of any Commonwealth realm Crown government in the course of their duties.

Page 1 of 28

Environmental Science & Technology

1

Passive dosing in chronic toxicity tests with the

2

nematode Caenorhabditis elegans

3

Fabian Fischer*,1,2,†, Leonard Böhm2, Sebastian Höss3, Christel Möhlenkamp1, Evelyn Claus1,

4

Rolf-Alexander Düring2, Sabine Schäfer1

5 6

1

German Federal Institute of Hydrology (BfG), Am Mainzer Tor 1, 56068 Koblenz, Germany

7

2

Institute of Soil Science and Soil Conservation, Research Center for BioSystems, Land Use,

8

and Nutrition (IFZ), Justus Liebig University, Heinrich-Buff-Ring 26, 35392 Giessen, Germany 3

9 10 11



Ecossa, Giselastraße 6, 82319 Starnberg, Germany

Current affiliation: Helmholtz Centre for Environmental Research - UFZ, Department Cell Toxicology, Permoserstraße 15, 04318 Leipzig, Germany

ACS Paragon Plus Environment

1

Environmental Science & Technology

Page 2 of 28

12

Abstract

13

In chronic toxicity tests with Caenorhabditis elegans, it is required to feed with bacteria, which

14

reduce the freely dissolved concentration (Cfree) of hydrophobic organic chemicals (HOCs),

15

leading to poorly defined exposure with conventional dosing procedures. We examined the

16

efficacy of passive dosing of polycyclic aromatic hydrocarbons (PAHs) using silicone O-rings to

17

control exposure during C. elegans toxicity testing, and compared the results to those obtained

18

with solvent spiking. Solid-phase microextraction and liquid-liquid extraction were used to

19

measure Cfree and the chemicals taken up via ingestion.

20

During toxicity testing, Cfree decreased by up to 89% after solvent spiking but remained constant

21

with passive dosing. This led to a higher apparent toxicity on C. elegans exposed by passive

22

dosing than by solvent spiking. With increasing bacterial cell densities, Cfree of solvent spiked

23

PAHs decreased while maintained constant with passive dosing. This resulted in lower apparent

24

toxicity under solvent spiking, but an increased apparent toxicity with passive dosing, probably

25

as a result of the higher chemical uptake rate via food (CUfood). Our results demonstrate the

26

utility of passive dosing to control Cfree in routine chronic toxicity testing of HOCs. Moreover,

27

both chemical uptake from water or via food ingestion can be controlled, thus enabling to

28

discriminate different uptake routes in chronic toxicity studies.

ACS Paragon Plus Environment

2

Page 3 of 28

29

Environmental Science & Technology

TOC Art figure

30

ACS Paragon Plus Environment

3

Environmental Science & Technology

Page 4 of 28

31

1. Introduction

32

Miniaturized high-throughput toxicity tests using invertebrates are being increasingly employed

33

in the ecotoxicity testing of anthropogenic chemicals, both to avoid the ethically questionable

34

testing of vertebrates (fish, mammals) and to reduce costs.1-3 Free-living, non-parasitic

35

nematodes are ubiquitous, diverse, and ecologically important invertebrates that inhabit soils and

36

sediments.4,5 The nematode Caenorhabditis elegans has long been widely used to assess the

37

toxicity of environmental pollutants.6-8 Among its advantages are its simple, cost-efficient

38

cultivation and short generation time, which allow high-throughput toxicity testing,9 the

39

development of a standardized test protocol,10,11 and test systems for assessing the toxicity of

40

chemicals on molecular, organismal and population scales.9,12,13

41

Defining and controlling the exposure concentrations of hydrophobic organic chemicals (HOCs)

42

in aquatic toxicity testing is particularly challenging.14,15 The most common approach for

43

introducing HOCs into toxicity tests is by preparing a concentrated stock solution of the test

44

compound(s) in a water-miscible organic solvent and then adding a small volume of this solution

45

to the test medium (solvent spiking). The observed toxicity is then usually linked to the nominal

46

concentration (Cnom), i.e., the amount of chemical per volume of test medium. However, the

47

toxicologically effective concentration is defined as the concentration of freely dissolved

48

chemical (Cfree) and not Cnom.16-18 In toxicity tests with conventional solvent spiking, Cfree may be

49

reduced significantly by sorption to organic matter (e.g., from food19) and the test vessel

50

surfaces,20 evaporation, degradation, and even biotransformation and uptake by the test

51

organisms,21 all of which can result in a low test sensitivity.22 The sum of Cfree and the sorbed

52

concentration is defined as the total concentration (Ctotal) in an aqueous test medium.23,24

ACS Paragon Plus Environment

4

Page 5 of 28

Environmental Science & Technology

53

In chronic toxicity tests, organic food particles, such as the Escherichia coli cells used in C.

54

elegans toxicity tests, can significantly sorb HOCs and thereby affect the test sensitivity.25,26

55

Appropriate standardization of food type and quantity is thus a prerequisite of chronic toxicity

56

testing, especially in toxicological assessments of ingested chemicals.27 However, the role of

57

food bacteria in altering apparent HOC toxicity on C. elegans is not fully understood. In the

58

absence of bacteria, freely dissolved HOCs are the major contributor to chemical uptake in

59

nematode tissue.28,29 Toxico-kinetic modeling of phenanthrene (PHE) uptake in C. elegans

60

showed that only 9% of the total uptake flux was derived from bacterially-associated PHE,30

61

suggesting that, in the presence of bacteria, the Cfree of HOCs is the main determinant of overall

62

toxicity on C. elegans. However, minor contributions of food-associated HOCs to the overall

63

uptake might increase the observed toxic effect. As rates of bacterial food ingestion by C.

64

elegans increase with increasing bacterial density in the medium,31 the chemical uptake rate via

65

food (CUfood) may be higher at higher food densities.

66

In laboratory test systems, Cfree of HOCs can be controlled and maintained by passive dosing.

67

This method makes use of a biocompatible reservoir with a high absorption capacity for HOCs

68

that is placed directly into the test medium. During the test, continuous partitioning of

69

chemical(s) from the reservoir into the test medium compensates for chemical losses and thus

70

maintains constant Cfree.14,32-34 Commercially available silicone O-rings (SRs) are often used as

71

reservoirs in passive dosing studies, due to their high practicality and versatility.15,35,36 To date,

72

passive dosing has been used successfully to control Cfree during the toxicity testing of single

73

HOCs,15,37,38 including acute toxicity testing with C. elegans,39,40 of chemical mixtures with

74

defined composition,41,42 and of environmental samples.43-45

ACS Paragon Plus Environment

5

Environmental Science & Technology

Page 6 of 28

75

In passive dosing studies, Cfree can be measured after the test either by analyzing the chemical

76

concentration in the passive dosing polymer (Cpolymer) and then dividing this value by the

77

polymer to water partition ratio (Kpolymer,w),33 or by equilibrating the dosing polymer in a small

78

volume of pure water which is then analyzed.46 An alternative approach to measure the Cfree of

79

HOCs is passive sampling followed by chemical analysis. In small test systems, solid-phase

80

microextraction (SPME) can be applied either in situ (in situ SPME) or via the headspace (hs-

81

SPME). When SPME fibers are used in situ, Cfree can be determined by solvent extraction of the

82

fiber polymer followed by analysis of the extract, provided that equilibrium partitioning between

83

the polymer and the test medium was obtained and sampling was non-depletive.47 Nonetheless,

84

in toxicity tests in which the test medium volumes are very small, avoiding chemical depletion

85

may be challenging for HOCs. However, using hs-SPME, Cfree can also be measured during the

86

test under non-equilibrium conditions. Even in low-volume toxicity tests, sampling with

87

negligible depletion can be achieved by limiting the analyte uptake of the SPME fiber to the

88

kinetic phase of the extraction, which prevents significant effects on exposure concentrations

89

during toxicity testing.48,49

90

Although passive dosing has been used in many toxicity studies to control the Cfree of HOCs, its

91

utility in chronic toxicity tests that include complex test media containing food has yet to be

92

demonstrated. Here, we describe a simple method for the toxicity testing of HOCs applied by

93

passive dosing from SRs. It allows chronic toxicity testing with C. elegans as well as

94

measurements of Cfree during and after toxicity testing. CUfood is determined based on measured

95

E. coli to water partition ratios and C. elegans food ingestion rates, assuming equilibrium

96

between E. coli and medium. In this study, Cfree, CUfood, and the apparent toxicity of passively

97

dosed polycyclic aromatic hydrocarbons (PAHs) were compared to a conventional solvent

ACS Paragon Plus Environment

6

Page 7 of 28

Environmental Science & Technology

98

spiking procedure. We hypothesized that: (i) with conventional solvent spiking, Cfree would

99

decrease during toxicity testing, especially due to sorption to food in the test medium, while

100

passive dosing would allow the maintenance of a constant Cfree during the test. (ii) Thus, the

101

PAH exposure of C. elegans would be higher with passive dosing than with solvent spiking,

102

resulting in an increased apparent toxicity. (iii) The food density in the test medium would not

103

affect the Cfree of PAHs with passive dosing, whereas CUfood would differ but could be adjusted

104

by varying the food density. (iv) A higher CUfood with increasing food density could lead to a

105

higher apparent toxicity when Cfree is simultaneously maintained by passive dosing. To test these

106

hypotheses, different experiments comparing solvent spiking and passive dosing were performed

107

(see Table 1 for overview). Temporal changes in Cfree of PAHs were measured during the entire

108

course of C. elegans toxicity testing (Exp. 1). The toxicity of PAHs on C. elegans maximal Cfree

109

was measured (Exp. 2) and concentration-response testing was performed (Exp. 3). The effects

110

of different food densities on the amount of passively dosed PAHs in the water phase (nfree) and

111

sorbed to food (nfood) were examined (Exp. 4). In the test media containing different food

112

densities, toxicity was related to Cfree and CUfood (Exp. 5).

ACS Paragon Plus Environment

7

Environmental Science & Technology

Page 8 of 28

113

2. Materials & Methods

114

2.1 Chemicals

115

Naphthalene (NAP), acenaphthene (ACE), fluorene (FLO), phenanthrene (PHE), anthracene

116

(ANT), fluoranthene (FLA), pyrene (PYR), benzo[a]anthracene (BaA), chrysene (CHR),

117

benzo[a]pyrene (BaP) (≥ 99.5% purity), and tetracycline (99% purity) were purchased from

118

Sigma-Aldrich (Munich, Germany). Methanol (MeOH; 99.9% purity, Promochem, LGC

119

Standards GmbH, Wesel, Germany), n-heptane (97% purity, Promochem) and acetone (99.8%

120

purity, Carl Roth GmbH + Co. KG, Karlsruhe, Germany) were used as organic solvents. PAH

121

Mix 33, fluoranthene-d10, and benzo[a]pyrene-d12 were purchased from Dr. Ehrenstorfer GmbH

122

(Augsburg, Germany) and served as internal standards.

123

Table 1: Experiments performed in this study with respective methods and test substances

Experiment (1) Temporal changes in Cfree during C. elegans toxicity testing (2) Toxicity testing at maximal Cfree (3) Concentrationresponse testing

Exposure Quantification Method

Chemicals Mixture of PHE, ANT, FLA, PYR NAP, ACE, FLO, PHE ANT, FLA PYR, BaA CHR, BaP PHE PYR

Hypothesis tested

Solvent spiking

Passive dosing

Cfree measured by headspace SPME

Cfree measured by headspace SPME

(i)

Cfree modeled by KE.coli,w

Cfree measured by in situ SPME

(ii)

Cfree modeled by KE.coli,w

Cfree measured by (ii) in situ SPME nfree measured by in situ SPME (iii) nfood measured by LLE Cfree measured by in situ SPME (iv) CUfood measured by LLE

(4) nfree and nfood at different food densities

PHE PYR

-

(5) Toxicity at different food densities

PHE PYR

Cfree modeled by KE.coli,w CUfood modeled by KE.coli,w

124

ACS Paragon Plus Environment

8

Page 9 of 28

Environmental Science & Technology

125

2.2 C. elegans toxicity testing

126

Caenorhabditis elegans var. Bristol (strain: N2) were cultivated following standard procedures.11

127

The C. elegans toxicity test was performed according to ISO 10872, with slight modifications.

128

The test medium consisted of Escherichia coli (strain: OP50) suspended in M9-medium (6 g

129

Na2HPO4 L-1; 3 g KH2PO4 L-1; 0.25 g MgSO4 × 7H2O L-1, 5 g NaCl L-1) adjusted to a defined E.

130

coli cell density of 500 formazine absorbance units (FAU), unless stated otherwise. The test

131

medium was amended with 2 mg tetracycline L-1 to inhibit bacterial growth during the

132

experiments. This concentration was far below the non-observed effect concentration for C.

133

elegans reproduction (NOEC = 10 mg L-1).50 Furthermore, synergistic effects with PAHs were

134

expected to be negligible. Ten C. elegans juveniles (J1: first juvenile stage) were transferred to

135

the PAH-spiked test medium (Exp. 1: 0.76 mL; Exp. 2-5: 1 mL) in headspace glass vials (hs-

136

vials, 46 x 22.5 mm with silicone/polytetrafluoroethylene screw caps, A-Z Analytik-Zubehör

137

GmbH, Langen, Germany) or 12-well multidishes (Nalgene Nunc, Rochester, NY, USA). In

138

experiment 1, the volume of the test medium had to be reduced to 0.76 mL so that the test design

139

was comparable to the passive dosing experiments. The test vials were incubated at 20°C in the

140

dark for 96 h, after which the nematodes were heat-killed (15 min at 80°C) and then stained with

141

rose bengal. Juvenile offspring of the tested nematodes were counted and the number divided by

142

the number of introduced test organisms (reproduction = offspring per test organism). Inhibition

143

of reproduction compared to the control was calculated according to Eq. (1):

144



% I = 100 −  × 100 

(1)

145

where % IR is the percentage of inhibition, Ri is the reproduction in replicate i, and RC is the

146

reproduction in the control treatment.

ACS Paragon Plus Environment

9

Environmental Science & Technology

Page 10 of 28

147

2.3 Solvent spiking

148

Acetone-based stock solutions with defined concentrations were prepared, to yield the desired

149

nominal concentration by adding 5 µL to the respective volume of test medium. For toxicity

150

experiments in glass vials and well plates with 1 mL test medium (Exp. 2-5), this resulted in

151

0.5% acetone in the test medium, which is below the no-observed-effect-concentration (NOEC =

152

0.6%; data not shown). Expectedly, no significant difference was observed between water

153

controls and solvent controls in any of the experiments (p > 0.05, Mann-Whitney U-test). The

154

test vessels containing the spiked test medium were preincubated on an orbital shaker at 60 rpm

155

in the dark for 24 h, after which C. elegans juveniles were added.

156

2.4 Passive dosing

157

Silicone O-rings (14.00 mm inner diameter, ID: ORS-BS015, density 1.20 g cm-³, Altec Products

158

Ltd, Cornwall, UK) were used as passive dosing reservoirs after verifying that their presence had

159

no effect on the reproduction of C. elegans (Figure S1). The mean mass of the SRs was 142±2

160

mg (n = 20) and their silicone volume was 118±1.7 µL. The SRs were precleaned 3 × 10 min

161

with MeOH in an ultrasonic bath. The SRs were loaded with single PAHs (Exp. 2-5) or mixtures

162

thereof (Exp. 1), by incubating them in methanolic PAH solutions with defined PAH

163

concentrations for at least 48 h at 60 rpm and a temperature of 23±2°C. PAH mixtures below

164

their maximal aqueous solubility were tested by incubating the SRs in the methanolic PAH

165

solution followed by the addition of water to force partitioning of the PAHs into the silicone

166

(Table S1); this method resulted in loading efficiencies of up to 82% (Figure S3). Single PAHs at

167

their maximal water solubility were tested by loading the SRs with saturated methanolic PAH

168

solutions (Exp. 2); the presence of PAH crystals before and after the loading process was

169

checked to assure saturation.14 For concentration-response testing (Exp. 3), PAH dilution series

ACS Paragon Plus Environment

10

Page 11 of 28

Environmental Science & Technology

170

in MeOH with defined concentrations were prepared from saturated methanolic PAH solutions

171

which were then used to load the SRs.

172

The loaded SRs were rinsed 3 × 10 min with bidistilled water and then dried with lint-free tissues

173

to remove residual water. Most PAHs reached equilibrium in the test medium within 24 h,

174

whereas time to equilibrium increased with increasing molecular weight (Table S2). In all

175

passive dosing experiments the SRs were added to test medium and preincubated in the dark on

176

an orbital shaker at 60 rpm for 24 h, before the C. elegans juveniles were added. However, for

177

the most hydrophobic chemicals tested (BaA, CHR and BaP), equilibrium may not have been

178

achieved within the 24 h preequilibration and 96 h test duration, wherefore 1000 rpm agitation

179

was alternatively tested during preequilibration for enhanced equilibration kinetics (see S4).

180

2.5 Cfree

181

We applied different approaches to determine Cfree in the experiments. The Cfree of four PAHs

182

over time in the solvent spiked or passively dosed samples were measured using hs-SPME (Exp.

183

1). Sampling was carried out directly from the gaseous phase above the test medium. The vials

184

were equilibrated at 30°C for 5 min prior to extraction of the samples for 30 min using 100-µm

185

PDMS fibers (Fused Silica 23Ga Red, Supelco, Sigma). Cfree was measured during the

186

preincubation at 0.5, 4, 8, and 24 h and during C. elegans toxicity testing at 0.5, 4, 8, 24, 48, 72,

187

and 96 h (n = 3 samples per time point). PAHs were quantified by means of an external

188

calibration series with defined PAH concentrations, and analyzed as described in Section 2.7.

189

In toxicity tests with passive dosing (Exp. 2-5), Cfree was measured by SPME fibers

190

[polydimethylsiloxane (PDMS)-coated glass core (coating: 30–31 µm, core diameter: 114–108

191

µm); Polymicro Technologies Inc., Phoenix, AZ, USA] incubated in situ during the test and then

192

removed from the test medium at the end of the experiments. Thereby, non-depletive sampling

ACS Paragon Plus Environment

11

Environmental Science & Technology

Page 12 of 28

193

was achieved since analyte losses during sampling were compensated by the SR (see Table S2).

194

The SPME fibers were cut to a length of 1 cm, yielding a PDMS volume of 0.136 µL cm-1.52 The

195

fibers were precleaned 3 × 10 min with MeOH in an ultrasonic bath and rinsed 3 × 10 min with

196

bidistilled water before their transfer to the test medium. For sampling, fibers incubated in the

197

test medium were removed, dried using lint-free tissues, and extracted in 200 µL n-heptane for at

198

least 24 h. Cfree (µg L-1) was calculated by dividing the concentration in the in situ SPME fiber

199

(Cfiber, µg L-1) by the analyte-specific polymer to water partition ratios of the fibers (Kfiber,w, L L-

200

1

201

), as described by Eq. (2). !" #

%$Measured C (K  , ) = &

(2)

" #$%,'

202

Kfiber,w was calculated by multiplying the polymer to AlteSilTM silicone (Altec Products LTD)

203

partition ratios (Kfiber,AlteSil, L L-1)53 by the AlteSilTM silicone to water partition ratios (L L-1,

204

KAlteSil,w),54 as shown in Eq. (3).

205

K  , = K ()* +), × K  ,()* +)

(3)

206

Since non-depletive in situ SPME was not possible when applying solvent spiking, Cfree in the

207

solvent-spiked samples was modeled by multiplying Cnom by the free fraction of PAHs in the test

208

medium (Exp. 2-5), which was calculated based on E. coli to water partition ratios (KE.coli,w, L

209

kg-1), the mass of E. coli bacteria (mE.

210

(Vmedium, L), as described in Eq. (4).

211 212 213

coli,

kg dry weight), and the volume of test medium

Modeled C .K /.1234, 5 = 6

7

9 78 :.; × &:.;,' ?9$@ A9

B × C CD

(4)

Log KE.coli,w were calculated as shown in Eq. (5), according to Baughman & Paris:51 log K /.1234, = 0.907 × log K C − 0.361

(5)

ACS Paragon Plus Environment

12

Page 13 of 28

Environmental Science & Technology

214

2.6 nfood and CUfood

215

In the solvent spiked samples of experiments 2-5, nfood (µg) was modeled using the modeled Cfree

216

(µg L-1) from Eq. (4).

217

Modeled nCCK .K /.1234, 5 = Modeled C × K /.1234, × m/.1234

218

We further determined KE.coli,w for all PAHs on the basis of the measured Cfree and Ctotal in

219

passively dosed samples [Eqs. (S4) and (S5)] and compared these with the values obtained from

220

Baughman & Paris.50 Determined KE.coli,w were constant for the tested E. coli cell densities

221

(Figure S4), and in good agreement with those calculated based on Baughman & Paris,50

222

confirming that KE.coli,w can be used to calculate nfood at varying food densities in chronic C.

223

elegans toxicity tests. In passively dosed samples, nfood (µg) was thereof quantified by

224

multiplying determined KE.coli,w (L kg-1) with measured Cfree (µg L-1) and mE.coli (kg).

225

Measured nCCK .K /.1234, 5 = Measured C .MN4OPQ,R 5 × K /.1234, × m/.1234

(6)

(7)

226

To compare exposure at different E. coli cell densities in both dosing approaches (Exp. 5), CUfood

227

(µg kgC.elegans-1 h-1) was calculated by means of the food ingestion rate of C. elegans at a specific

228

cell density (IRa, kgE.coli kgC.elegans-1 h-1),30 while using either modeled nfood in solvent spiking or

229

measured nfood in passive dosing samples. U

Modeled/Measured CUCCK = D "VV@ × IRa

230

:.;

(8)

231

2.7 Chemical analysis

232

The PAH concentrations in extracts derived from in situ SPME and LLE were determined by gas

233

chromatography-tandem mass spectrometry (GC-MS/MS; 7000 Triple Quadrupole-GC-MS/MS,

234

Agilent) with a HP-5MS column (30 m × 250 µm × 0.25 µm, 5% phenyl methyl siloxane,

235

Agilent). For hs-SPME measurements, extraction and analysis were performed using an auto-

236

sampler equipped with SPME (CTC-Analytics, Combi Pal PAL-System) and by GC-MS (Trace

ACS Paragon Plus Environment

13

Environmental Science & Technology

Page 14 of 28

237

GC Ultra and ITQ 900 MS, Thermo Scientific, Waltham, MA, USA) equipped with a

238

TraceGOLD TG-XLBMS column (60 m × 250 µm × 0.25 µm, Thermo Scientific). PAHs were

239

quantified by external standard calibration. Calibration samples for in situ SPME and LLE

240

extracts were prepared at a concentration range of 1-2000 µg L-1 in n-heptane. Those for hs-

241

SPME analysis were prepared at a concentration range of 0.1-25 µg L-1 in M9 test medium to

242

ensure the comparability of the PAH distribution in the aqueous and gaseous phases.

ACS Paragon Plus Environment

14

Page 15 of 28

Environmental Science & Technology

243

3. Results & Discussion

244

3.1 Temporal changes in Cfree

245

The results of experiment 1 confirmed that Cfree decreased significantly over time with solvent

246

spiking, but remained constant during passive dosing after equilibrium partitioning between the

247

SR and test medium was achieved [hypothesis (i), Figure 1]. Cfree of each of the four PAHs was

248

reduced by 24-53% as early as 30 min after their solvent spiking. Since HOCs sorb to organic

249

matter,19,55-57 including bacteria cells,58,59 this reduction probably resulted from sorption to E.

250

coli cells. Cfree then remained constant until C. elegans juveniles were added, suggesting that

251

equilibrium partitioning had already been attained within 30 min. This finding agrees with those

252

of Lunsman and Lick.,59 who reported that the sorption of HOCs to bacteria was in equilibrium

253

within a few minutes. As expected, the reduction in Cfree differed between PAHs and generally

254

increased with their increasing sorption tendency to E. coli, with analyte losses of 24% for PHE

255

(log KE.coli,w: 3.87), 26% for ANT (log KE.coli,w: 3.92), 42% for FLA (log KE.coli,w: 4.40) and 53%

256

for PYR (log KE.coli,w: 4.40).

ACS Paragon Plus Environment

15

Environmental Science & Technology

Page 16 of 28

257 258

Figure 1: Cfree during E. coli pre-incubation (0–24 h) and subsequent toxicity testing with C.

259

elegans (24–120 h). PAHs were applied by (A) solvent spiking or (B) passive dosing. The blue

260

line indicates the Cnom of the four PAHs (25 µg L-1) dosed by solvent spiking at time 0. For

261

passive dosing, SRs were loaded with a 4.5 mg L-1 concentrated MeOH solution, yielding

262

nominal concentrations between 3.9 (PYR) and 16.3 µg L-1 (PHE), and added to the test medium

263

at time 0.

264

After the addition of C. elegans J1 juveniles to the test medium (24 h after PAH addition), the

265

Cfree of all four PAHs decreased progressively, resulting in analyte losses of up to 89% for PYR

266

by the end of the toxicity test (120 h, Figure 1A). A mass balance calculation showed that the

267

sorption of PAHs to growing nematodes did not sufficiently explain the decrease in Cfree, since

268

the nematodes accounted for a maximum of 13% of the total lipid biomass in the test medium

269

(see Table S3). Metabolic degradation by C. elegans might have contributed to the reduction in

270

the Cfree,59 whereas metabolic degradation by E. coli was unlikely, since after the immediate

271

decrease due to sorption the Cfree was not further reduced during the preincubation period.

272

However, a fungus-like contamination can occasionally occur when performing chronic C.

273

elegans toxicity testing. Such an additional biomass might have contributed to the sorption of

274

PAHs and thus the continual decrease in the Cfree. Analyte losses due to processes such as

ACS Paragon Plus Environment

16

Page 17 of 28

Environmental Science & Technology

275

evaporation, sorption to the test vial plastic walls, and photolysis can be considered as negligible

276

since experiments were performed in closed glass vials in the dark.

277

Figure 1B shows that, with passive dosing, equilibrium partitioning of all four PAHs was

278

achieved within 24 h such that the Cfree remained constant until the end of the toxicity test (120

279

h). This finding is in agreement with earlier studies in which HOCs were passively dosed in

280

miniaturized aqueous toxicity tests with Daphnia magna,15 zebrafish embryos,35 and even C.

281

elegans.39,40 SRs have served as suitable dosing reservoirs in previous studies,42,61 including

282

toxicity testing of single PAHs and mixtures thereof.62,63 However, those were acute toxicity

283

tests performed without a food source in the test medium. Our results demonstrate that passive

284

dosing using PAH-loaded SRs is also a suitable method to establish constant Cfree of PAHs in

285

standardized chronic toxicity tests with C. elegans, in which the nematodes are incubated in a

286

complex food medium that acts as a strong sorptive sink for HOCs. This is promising regarding

287

the application of passive dosing in other chronic toxicity tests.

288

3.2 Influence of the dosing method on the apparent toxicity of PAHs

289

Table 2 shows the half-maximal effect concentrations (EC50) after concentration-response testing

290

of PHE and PYR (Exp. 3). The reproductive toxicity on C. elegans was lower for passively

291

dosed PAHs, whereas solvent spiking of PHE and PYR in the same test vials resulted in EC50

292

values that were 2.6- and 3.8-fold higher, respectively (for the concentration-response curves see

293

Figure S8). These differences probably resulted from the uncertainty associated with using the

294

modeled Cfree as exposure metric, according to Eq. (4), because, as shown here, Cfree actually

295

decreases progressively after C. elegans juveniles are added to the test medium (Figure 1A). In

296

the plastic well plates, the EC50 values were 33- and 12-fold higher than determined in the

297

passive dosing toxicity tests, probably as a result of evaporation (see S9 for results and further

ACS Paragon Plus Environment

17

Environmental Science & Technology

Page 18 of 28

298

discussion). Although earlier studies showed that passive dosing of HOCs can be performed in

299

well plates,33,40 it is not yet clear whether passive dosing via SRs compensates for the large and

300

rapid evaporative losses in toxicity tests of volatile chemicals in plastic wells containing C.

301

elegans.

302

PAHs mainly act as baseline toxicants, i.e., they impair the integrity and functioning of

303

biological membranes.62 Since the membrane accumulation of PAHs is driven by passive

304

diffusion from the test medium, a higher Cfree of PAHs results in a higher apparent toxicity,46 as

305

observed in earlier studies of acute toxicity using invertebrate species.15,41 In our study, this

306

correlation was illustrated by the activity of the chemicals in the test medium at maximal Cfree

307

(Exp. 2, Figure S7), in accordance with earlier investigations in which the baseline acute toxicity

308

of neutral HOCs was in the 0.01-0.1 range.64 Similar to studies with daphnids, algae, and C.

309

elegans,65,66 our results showed that, when applied by passive dosing, BaA and ANT exhibit

310

chronic toxicity to C. elegans at chemicals activities 0.05), whereas with increasing E. coli cell density nfood increased significantly

319

(Figure 2B, one-way ANOVA: p < 0.05, posthoc Tukey: p < 0.05). The results demonstrate that

320

even for chemicals with high sorption tendency to E. coli, such as PYR (log KE.coli,w: 4.40),

321

passive dosing was able to maintain a constant nfree over a large range of E. coli cell densities

322

[hypothesis (iii)].

323 324

Figure 2: The masses of four PAHs in (A) the water phase (nfree, ng, mean ± standard deviation, n

325

= 3) and (B) sorbed to food (nfood, ng, mean ± standard deviation, n = 3) at different E. coli cell

326

densities (FAU 0, 125, 500 and 2000). The PAH-loaded SR was incubated in the test medium for

327

72 h. Different letters indicate significant differences between treatment groups with different

328

bacterial densities (one-way ANOVA: p < 0.05, posthoc Tukey: p < 0.05).

329

Figure 3 relates the apparent toxicity of PHE to both Cfree and CUfood (Exp. 5). When applying

330

solvent spiking, the apparent toxicity decreased significantly with increasing food density

331

(Figure 3A, one-way ANOVA, p < 0.01, posthoc Tukey: p < 0.01). This likely resulted from the

ACS Paragon Plus Environment

19

Environmental Science & Technology

Page 20 of 28

332

decreased chemical uptake via the water phase, since Cfree decreased considerably from 118.1

333

(FAU 125) to 28.5 µg L-1 (FAU 2000). Cfood likewise decreased from 691 (FAU 125) to 167 mg

334

kgE.coli-1 (FAU 2000) as a result of the higher E. coli biomass in the test medium. However,

335

CUfood remained relatively constant due to the increased food ingestion rate of C. elegans at

336

higher food densities (Figure S10). Similar results were observed for PYR (Figure S9). However,

337

these modeled exposure concentrations assume that the chemicals distributed solely between the

338

water phase and the E. coli. The progressive losses that in fact occurred during solvent spiking

339

might have altered Cfree and Cfood even further, thereby impeding the differentiation between

340

uptake routes in chronic toxicity studies.

341

In contrast to solvent spiking, the apparent toxicity of passively dosed PHE increased with

342

increasing bacterial density, with significant differences between FAU 2000 and 500 as well as

343

125 and 500 (Figures 3B and S9, one-way ANOVA: p < 0.01, posthoc Tukey: p < 0.05). These

344

findings could be attributed to the increased CUfood, since the Cfree of the PAHs remained

345

constant over all E. coli cell densities. C. elegans reproduction thereby did not differ

346

significantly in control groups (one-way ANOVA, p = 0.63, Figure S2) and, therefore, it seems

347

unlikely that % IR was affected by the tested food densities, which is a prerequisite when testing

348

toxicity at different food densities. Our results imply that the bacterially sorbed fraction is an

349

important contributor to the overall toxic effect on C. elegans and are in contrast to the

350

conclusion reached by Spann et al.,30 that only 9% of the total uptake flux of C. elegans is

351

induced by bacterially-associated PHE. However, in the experimental set-up of Spann et al.,30

352

both Cfree and CUfood, were consistently altered by varying the bacterial density, since solvent

353

spiking was used; thus, toxicity could not have been unequivocally assigned to a specific

354

chemical fraction (dissolved or dietary). In this study, however, constant Cfree of the PAHs were

ACS Paragon Plus Environment

20

Page 21 of 28

Environmental Science & Technology

355

maintained while simultaneously increasing CUfood with increasing bacterial densities. It may be

356

that, with increasing ingestion, nematodes form more lipid reserves, which would result in higher

357

internal chemical concentrations in the organism—due to the high sorption capacity of lipids for

358

HOCs—and thereof a greater apparent toxicity of PAHs at higher food densities.67 Further

359

studies are needed to investigate the contribution of food-bound chemicals to the overall toxic

360

effect of HOCs on chronic endpoints, both in C. elegans and other invertebrate species.

361 362

Figure 3: Inhibition of C. elegans reproduction (% IR mean ± standard deviation, n = 3) after 96-

363

h exposures to PHE at different E. coli cell densities (FAU 125, 500 and 2000). PHE was

364

provided by (A) solvent spiking or (B) passive dosing. Note, that the apparent toxicity was

365

driven by Cfree with solvent spiking, whereas altered by CUfood while maintaining constant Cfree

366

with passive dosing. The data points were fitted using a logistic model for Cfree (solvent spiking;

367

R2 = 0.85) and CUfood (passive dosing; R2 = 0.99).

ACS Paragon Plus Environment

21

Environmental Science & Technology

Page 22 of 28

368

3.4 Implementation in toxicity testing of chemicals

369

Our study showed that passive dosing via SRs can eliminate the uncertainties of reduced Cfree

370

caused by sorption of HOCs to food in chronic toxicity tests. Different SPME formats can

371

thereby be used to measure and confirm exposure concentrations. The developed methods can

372

thus improve the comparability and repeatability of the toxicity test, resulting in greater test

373

sensitivity, more reliable toxicity testing, and better comparability of the toxicity data obtained in

374

routine risk assessments of HOCs. A 24-h preincubation of the PAH-loaded SR in the test

375

medium can be easily implemented in standardized nematode toxicity testing. However, higher

376

agitation intensities during preequilibration might be needed prior toxicity testing to accelerate

377

equilibrium partitioning when either very hydrophobic chemicals or high food densities are used.

378

Passive dosing can furthermore be used to control both Cfree and CUfood by loading the passive

379

dosing reservoir with a defined concentration while adjusting the food density in the test

380

medium. Using this approach, we showed that CUfood contributes significantly to the overall

381

reproductive toxicity of PAHs on C. elegans. In future studies, passive dosing can be employed

382

to investigate the role of dietary chemical uptake in the toxicodynamic and toxicokinetic

383

processes of HOCs. With this approach, the differences in measured toxicity can be assigned to a

384

specific uptake route.

385

Corresponding author

386

* Address: Helmholtz Centre for Environmental Research - UFZ, Department Cell Toxicology,

387

Permoserstraße 15, 04318 Leipzig, Germany; Phone: +49 341 235 – 1512; FAX: +49 341 235 –

388

1787; E-Mail address: [email protected]

ACS Paragon Plus Environment

22

Page 23 of 28

Environmental Science & Technology

389

Acknowledgements

390

This study was financially supported by the German Federal Ministry for the Environment,

391

Nature Conservation, Building and Nuclear Safety. We thank Philipp Mayer for kindly providing

392

the in situ SPME fibers and Patrick Zurek for preliminary experiments. We gratefully

393

acknowledge Julia Bachtin and Marina Ohlig for technical assistance and Benjamin Becker for

394

helpful discussions. We are grateful to Beate Escher for a critical review of and helpful

395

discussion on the manuscript. We thank three anonymous reviewers for helpful comments on the

396

manuscript.

397

Supporting Information Available

398

Information on the methods and results of preliminary experiments performed within method

399

development. Additional details on the experimental results as well as literature data and

400

methods. This information is available free of charge via the Internet at http://pubs.acs.org.

401

References

402 403 404

(1) Breitholtz, M.; Rudén, C., Hansson, S. O.; Bengtsson, B. E. Ten challenges for improved ecotoxicological testing in environmental risk assessment. Ecotoxicology and Environmental Safety 2006, 63 (2), 324-335; DOI 10.1016/j.ecoenv.2005.12.009.

405 406 407

(2) Braun, A.; Hartmann, N. B.; Grieger, K.; Kusk, K. O. Ecotoxicity of engineered nanoparticles to aquatic invertebrates: A brief review and recommendations for future toxicity testing. Ecotoxicology 2008, 17 (5), 387-395; DOI 10.1007/s10646-008-0208-y.

408 409 410 411

(3) Diepens, N. J.; Arts, G. H. P.; Brock, T. C. M.; Smidt, H.; Van den Brink, P. J.; Van den Heuvel-Greve, M. J.; Koelmans, A. A. Sediment toxicity testing of organic chemicals in the context of prospective risk assessment: A review. Critical Reviews in Environmental Science and Technology 2014, 44 (3), 255-302; DOI 10.1080/01496395.2012.718945.

412 413

(4) Yeates, G. W. Nematode populations in relation to soil environmental factors - A review. Pedobiologia 1981, 22, 312-338.

414 415

(5) Traunspurger, W. The biology and ecology of lotic nematodes. Freshwater Biology 2000, 44 (1), 29-45; DOI 10.1046/j.1365-2427.2000.00585.x.

416 417

(6) Höss, S.; Williams, P. L. Ecotoxicity testing with nematodes. In Nematodes as Environmental Indicators. Wilson M. J.; Khakouli-Duarte, T.; Wallingford, U.K., 2009; pp 208-225.

ACS Paragon Plus Environment

23

Environmental Science & Technology

Page 24 of 28

418 419 420

(7) Leung, M. C.; Williams, P. L.; Benedetto, A.; Au, C.; Helmcke, K. J.; Aschner, M.; Meyer, J. N. Caenorhabditis elegans: An emerging model in biomedical and environmental toxicology. Toxicological Sciences 2008, 106, 5-28; DOI 10.1093/toxsci/kfn121.

421 422

(8) Meyer, D.; Williams, P. L. Toxicity Testing of Neurotoxic Pesticides in Caenorhabditis elegans. Journal of Toxicology and Environmental Health 2014, 17, 284-306.

423 424 425

(9) Boyd, W. A.; Cole, R. D.; Anderson, G. L.; Williams, P. L. The effects of metals and food availability on the behavior of Caenorhabditis elegans. Environmental Toxicology and Chemistry 2003, 22 (12), 3049-3055; DOI 10.1897/02-565.

426 427 428

(10) Traunspurger, W.; Haitzer, M.; Höss, S.; Beier, S.; Ahlf, W.; Steinberg, C. Ecotoxicological assessment of aquatic sediments with Caenorhabditis elegans (nematoda) - A method for testing liquid medium and wholesediment samples. Environmental Toxicology and Chemistry 1997, 16, 245-250; DOI 10.1002/etc.5620160221.

429 430 431

(11) ISO. Water quality – Determination of the toxic effect of sediment and soil samples on growth, fertility and reproduction of Caenorhabditis elegans (Nematoda); ISO 10872; International Organization for Standardization: Geneva, Switzerland, 2010.

432 433

(12) Jager, T.; Álvarez, O. A.; Kammenga, J. E.; Kooijman, S. Modelling nematode life cycles using dynamic energy budgets. Functional Ecology 2005, 19 (1), 136-144; DOI 10.1111/j.0269-8463.2005.00941.x.

434 435 436

(13) Van Assche, R.; Broeckx, V.; Boonen, K.; Maes, E.; De Haes, W.; Schoofs, L.; Temmerman, L. Integrating -omics: Systems biology as explored through C. elegans research. Journal of Molecular Biology 2015, 427 (21), 3441-3451; DOI 10.1016/j.jmb.2015.03.015.

437 438 439

(14) Mayer, P.; Wernsing, J.; Tolls, J.; de Maagd, P. G.; Sijm, D. T. Establishing and controlling dissolved concentrations of hydrophobic organics by partitioning from a solid phase. Environmental Science & Technology 1999, 33 (13), 2284-2290. DOI 10.1021/es9808898.

440 441 442

(15) Smith, K. E.; Dom, N.; Blust, R.; Mayer, P. Controlling and maintaining exposure of hydrophobic organic compounds in aquatic toxicity tests by passive dosing. Aquatic Toxicology 2010, 98 (1), 15-24; DOI 10.1016/j.aquatox.2010.01.007.

443 444

(16) Escher, B. I.; Hermens, J. L. (2004) Internal exposure: Linking bioavailability to effects. Environmental Science & Technology 2004, 38 (23), 455A-462A; DOI 10.1021/es0406740.

445 446 447

(17) Kiparissis, Y.; Akhtar, P.; Hodson, P. V.; Brown, R. S. Partition-controlled delivery of toxicants: A novel in vivo approach for embryo toxicity testing. Environmental Science & Technology 2003, 37 (10), 2262-2266; DOI 10.1021/es026154r.

448 449 450

(18) Jahnke, A.; Mayer, P.; Schäfer, S.; Witt, G.; Haase, N.; Escher, B. I. Strategies for transferring mixtures of organic contaminants from aquatic environments into bioassays. Environmental Science & Technology 2016, 50 (11), 5424-5431; DOI 10.1021/acs.est.5b04687.

451 452 453

(19) Böhm, L.; Schlechtriem, C.; Düring, R.-A. Sorption of hydrophobic organic chemicals to organic matter relevant for fish bioconcentration studies. Environmental Science & Technology 2016, 50 (15) 8316–8323; DOI 10.1021/acs.est.6b01778.

454 455 456

(20) Schreiber, R.; Altenburger, R.; Paschke, A.; Küster, E. How to deal with lipophilic and volatile organic substances in microtiter plate assays. Environmental Toxicology and Chemistry 2008, 27 (8), 1676-1682; DOI 10.1897/07-504.

457 458 459

(21) Gülden, M.; Mörchel, S.; Seibert, H. Factors influencing nominal effective concentrations of chemical compounds in vitro: Cell concentration. Toxicology in Vitro 2001, 15 (3), 233-243; DOI 10.1016/S08872333(01)00008-X.

ACS Paragon Plus Environment

24

Page 25 of 28

Environmental Science & Technology

460 461 462

(22) Smith, K. E.; Jeong, Y.; Kim, J. Passive dosing versus solvent spiking for controlling and maintaining hydrophobic organic compound exposure in the Microtox (R) assay. Chemosphere 2015, 139, 174-180; DOI 10.1016/j.chemosphere.2015.06.028.

463 464

(23) Bondarenko, S.; Gan, J. Simultaneous measurement of free and total concentrations of hydrophobic compounds. Environmental Science & Technology 2009 43 (10), 3772-3777; DOI 10.1021/es8037033.

465 466

(24) Düring, R.-A.; Böhm, L.; Schlechtriem, C. Solid-phase microextraction for bioconcentration studies according to OECD TG 305. Environmental Sciences Europe 2012, 24, 4; DOI 10.1186/2190-4715-24-4.

467 468 469

(25) Rose, R. M.; Warne, M. S.; Lim, R. P. Food concentration affects the life history response of Ceriodaphnia cf. dubia to chemicals with different mechanisms of action. Ecotoxicology and Environmental Safety 2002, 51 (2), 106-114; DOI 10.1006/eesa.2001.2137.

470 471 472

(26) Pavlaki, M. D.; Ferreira, A. L.; Soares, A. M.; Loureiro, S. Changes of chemical chronic toxicity to Daphnia magna under different food regimes. Ecotoxicology and Environmental Safety 2014, 109, 48-55; DOI 10.1016/j.ecoenv.2014.07.039.

473 474 475

(27) Höss, S.; Schlottmann, K.; Traunspurger, W. Toxicity of ingested cadmium to the nematode Caenorhabditis elegans. Environmental Science & Technology 2011, 45 (23), 10219-10225; DOI 10.1021/es2027136.

476 477 478

(28) Haitzer, M.; Burnison, B. K.; Höss, S.; Steinberg, C.; Traunspurger, W. Effects of quantity, quality, and contact time of dissolved organic matter on bioconcentration of benzo[a]pyrene in the nematode Caenorhabditis elegans. Environmental Toxicology and Chemistry 1999, 18 (3), 459-465; DOI 10.1002/etc.5620180314.

479 480 481

(29) Haitzer, M.; Höss, S.; Traunspurger, W.; Steinberg, C. Relationship between concentration of dissolved organic matter (DOM) and the effect of DOM on the bioconcentration of benzo[a]pyrene. Aquatic Toxicology 1999, 45 (2-3), 147-158; DOI 10.1016/S0166-445X(98)00097-6.

482 483

(30) Spann, N.; Goedkoop, W.; Traunspurger, W. Phenanthrene bioaccumulation in the nematode Caenorhabditis elegans. Environmental Science & Technology 2015, 49 (3), 1842-1850; DOI 10.1021/es504553t.

484 485 486

(31) Nicholas, W. L.; Grassia, A.; Viswanathan, S. The efficiency with which Caenorhabditis briggsae (Rhabditidae) feeds on the bacterium, Escherichia coli. Nematologica 1973, 19 (4), 411-420. DOI 10.1163/187529273X00385.

487 488 489

(32) Brown, S. L.; Pennello, G., Berg, W. A., Soo, M. S. and Middleton, M. S. Silicone gel breast implant rupture, extracapsular silicone, and health status in a population of women. Journal of Rheumatology 2001, 28 (5), 996-1003.

490 491 492

(33) Smith, K. E.; Oostingh, G. J.; and Mayer, P. Passive dosing for producing defined and constant exposure of hydrophobic organic compounds during in vitro toxicity tests. Chemical Research in Toxicology 2010, 23 (1), 5565; DOI 10.1021/tx900274j.

493 494 495

(34) Adolfsson-Erici, M.; Akerman, G.; Jahnke, A.; Mayer, P.; McLachlan, M. S. A flow-through passive dosing system for continuously supplying aqueous solutions of hydrophobic chemicals to bioconcentration and aquatic toxicity tests. Chemosphere 2012, 86, 593-599; DOI 10.1016/j.chemosphere.2011.10.024.

496 497 498

(35) Butler, J. D.; Parkerton, T. F.; Letinski, D. J.; Bragin, G. E.; Lampi, M. A.; Cooper, K. R. A novel passive dosing system for determining the toxicity of phenanthrene to early life stages of zebrafish. Science of the Total Environment 2013, 463-464, 952-958; DOI 10.1016/j.scitotenv.2013.06.079.

499 500 501

(36) Vergauwen, L.; Schmidt, S. N.; Stinckens, E.; Maho, W.; Blust, R.; Mayer, P.; Covaci, A.; Knapen, D. A high throughput passive dosing format for the Fish Embryo acute toxicity test. Chemosphere 2015, 139, 9-17; 10.1016/j.chemosphere.2015.05.041.

ACS Paragon Plus Environment

25

Environmental Science & Technology

Page 26 of 28

502 503 504

(37) Kramer, N. I.; Busser, F. J.; Oosterwijk, M. T.; Schirmer, K.; Escher, B. I.; Hermens, J. L. Development of a partition-controlled dosing system for cell assays. Chemical Research in Toxicology 2010, 23 (11), 1806-1814; DOI 10.1021/tx1002595.

505 506 507

(38) Schmidt, S. N.; Holmstrup, M.; Damgaard, C.; Mayer, P. Simultaneous Control of Phenanthrene and Drought by Dual Exposure System: The Degree of Synergistic Interactions in Springtails was Exposure Dependent. Environmental Science & Technology 2014, 48 (16), 9737-9744; DOI 10.1021/es501331m.

508 509 510

(39) Kwon, H. C.; Roh, J. Y.; Lim, D.; Choi, J.; Kwon, J. H. Maintaining the constant exposure condition for an acute Caenorhabditis elegans mortality test using passive dosing. Environmental Health and Toxicology 2011, 26, e2011015-e2011015.

511 512 513

(40) Roh, J. Y.; Lee, H.; Kwon, J. H. Changes in the expression of cyp35a family genes in the soil nematode Caenorhabditis elegans under controlled exposure to chlorpyrifos using passive dosing. Environmental Science & Technology 2014, 48 (17), 10475-10481; DOI 10.1021/es5027773.

514 515 516

(41) Engraff, M.; Solere, C.; Smith, K. E.; Mayer, P.; Dahllöf, I. Aquatic toxicity of PAHs and PAH mixtures at saturation to benthic amphipods: Linking toxic effects to chemical activity. Aquatic Toxicology 2011, 102 (3-4), 142-149; DOI 10.1016/j.aquatox.2011.01.009.

517 518 519 520

(42) Schmidt, S. N.; Holmstrup, M.; Smith, K. E.; Mayer, P. Passive dosing of polycyclic aromatic hydrocarbon (PAH) mixtures to terrestrial springtails: Linking mixture toxicity to chemical activities, equilibrium lipid concentrations, and toxic units. Environmental Science & Technology 2013, 47 (13), 7020-7027; DOI 10.1021/es3047813.

521 522 523

(43) Bandow, N.; Altenburger, R.; Lübcke-von Varel, U., Paschke, A., Streck, G.; Brack, W. Partitioning-based dosing: An approach to include bioavailability in the effect-directed analysis of contaminated sediment samples. Environmental Science & Technology 2009, 43 (10), 3891-3896; DOI 10.1021/es803453h.

524 525 526

(44) Booij, P.; Lamoree, M. H.; Leonards, P. E.; Cenijn, P. H.; Klamer, H. J.; van Vliet, L. A.; Akerman, J.; Legler, J. Development of a polydimethylsiloxane film-based passive dosing method in the in vitro DR-CALUX (R) assay. Environmental Toxicology and Chemistry 2011, 30 (4), 898-904; DOI 10.1002/etc.453.

527 528 529

(45) Rojo-Nieto, E.; Smith, K. E.; Perales, J. A.; Mayer, P. Recreating the seawater mixture composition of HOCs in toxicity tests with Artemia franciscana by passive dosing. Aquatic Toxicology 2012, 120-121, 27-34; DOI 10.1016/j.aquatox.2012.04.006.

530 531 532

(46) Mayer, P.; Holmstrup, M. Passive dosing of soil invertebrates with polycyclic aromatic hydrocarbons: Limited chemical activity explains toxicity cutoff. Environmental Science & Technology 2008, 42 (19), 7516-7521. DOI 10.1021/es801689y.

533 534

(47) Mayer, P.; Tolls, J.; Hermens, J. L.; Mackay, D. Equilibrium sampling devices. Environmental Science & Technology 2003, 37 (9), 184A-191A. DOI 10.1021/es032433i.

535 536 537

(48) Heringa, M. B.; Hermens, J. L. Measurement of free concentrations using negligible depletion-solid phase microextraction (nd-SPME). TrAC-Trends in Analytical Chemistry 2003, 22 (9), 575-587; DOI 10.1016/S01659936(03)01006-9.

538 539 540

(49) Bandow, N.; Altenburger, R.; Brack, W. Application of nd-SPME to determine freely dissolved concentrations in the presence of green algae and algae-water partition coefficients. Chemosphere 2010, 79, 10701076; DOI 10.1016/j.chemosphere.2010.03.021.

541 542 543

(50) Vangheel, M.; Traunspurger, W.; Spann, N. Effects of the antibiotic tetracycline on the reproduction, growth and population growth rate of the nematode Caenorhabditis elegans. Nematology 2014, 16 (1), 19-29; DOI 10.1163/15685411-00002740.

ACS Paragon Plus Environment

26

Page 27 of 28

Environmental Science & Technology

544 545

(51) Baughman, G. L.; Paris, D. F. Microbial bioconcentration of organic pollutants from aquatic systems - A critical-review. Critical Reviews in Microbiology 1981, 8 (3), 205-228. DOI 10.3109/10408418109085079.

546 547 548

(52) Witt, G.; Lang, S. C.; Ullmann, D.; Schaffrath, G.; Schulz-Bull, D.; Mayer, P. Passive equilibrium sampler for in situ measurements of freely dissolved concentrations of hydrophobic organic chemicals in sediments. Environmental Science & Technology 2013, 47 (14), 7830-7839; DOI 10.1021/es400395t.

549 550 551

(53) Gilbert, D.; Witt, G.; Smedes, F.; Mayer, P.; Polymers as reference partition phase: Polymer calibration for an analytically operational approach to quantify multimedia phase partitioning. Analytical Chemistry 2016, 88 (11), 5818-5826; DOI 10.1021/acs.analchem.6b00393.

552 553 554

(54) Smedes, F.; Geertsma, R. W.; van der Zande, T.; Booij, K. Polymer-water partition coefficients of hydrophobic compounds for passive sampling: Application of cosolvent models for validation. Environmental Science & Technology 2009, 43 (18), 7047-7054; DOI 10.1021/es9009376.

555 556 557

(55) Gouliarmou, V.; Mayer, P. Sorptive bioaccessibility extraction (SBE) of soils: Combining a mobilization medium with an absorption sink. Environmental Science & Technology 2012, 46 (19), 10682-10689; DOI 10.1021/es301515s.

558 559 560

(56) Hwang, S. C.; Cutright, T. J. Evidence of underestimation in PAH sorption/desorption due to system nonequilibrium and interaction with soil constituents. Journal of Environmental Science and Health 2004, 39 (5), 1147-1162; DOI 10.1081/Ese-120030300.

561 562

(57) Marschner, B. Sorption of polycyclic aromatic hydrocarbons (PAH) and polychlorinated biphenyls (PCB) in soil. Journal of Plant Nutrition and Soil Science 1999, 162 (1), 1-14.

563 564 565

(58) Xiao, L.; Qu, X. L.; Zhu, D. Q. Biosorption of nonpolar hydrophobic organic compounds to Escherichia coli facilitated by metal and proton surface binding. Environmental Science & Technology 2007, 41 (8), 2750-2755; DOI 10.1021/es062343o.

566 567

(59) Lunsman, T. D.; Lick, W. Sorption of hydrophobic organic chemicals to bacteria. Environmental Toxicology and Chemistry 2005, 24, 2128-2137. DOI 10.1897/04-464r.1.

568 569 570

(60) Moermond, C. T.; Traas, T. P.; Roessink, I.; Veltman, K.; Hendriks, A. J.; Koelmans, A. A. Modeling decreased food chain accumulation of PAHs due to strong sorption to carhonaceous materials and metabolic transformation. Environmental Science & Technology 2007, 41 (17), 6185-6191. DOI 10.1021/es0702364.

571 572 573

(61) Oostingh, G. J.; Smith, K. E.; Tischler, U.; Radauer-Preiml, I.; Mayer, P. Differential immunomodulatory responses to nine polycyclic aromatic hydrocarbons applied by passive dosing. Toxicology in Vitro 2015, 29 (2), 345-351; DOI 10.1016/j.tiv.2014.11.007.

574 575 576

(62) Smith, K. E.; Schmidt, S. N.; Dom, N.; Blust, R.; Holmstrup, M.; Mayer, P. Baseline toxic mixtures of nontoxic chemicals: "Solubility Addition" increases exposure for solid hydrophobic chemicals. Environmental Science & Technology 2013, 47 (4), 2026-2033; DOI 10.1021/es3040472.

577 578

(63) Bougeard, C.; Gallampois, C.; Brack, W. Passive dosing: an approach to control mutagen exposure in the Ames fluctuation test. Chemosphere 2011, 83 (4), 409-414; DOI 10.1016/j.chemosphere.2010.12.087.

579 580 581

(64) Mayer, P.; Reichenberg, F. Can highly hydrophobic organic substances cause aquatic baseline toxicity and can they contribute to mixture toxicity? Environmental Toxicology and Chemistry 2006, 25 (10), 2639-2644. DOI 10.1897/06-142r.1.

582 583 584

(65) Ahlers, J.; Riedhammer, C.; Vogliano, M.; Ebert, R. U.; Kühne, R.; Schüürmann, G. Acute to chronic ratios in aquatic toxicity - Variation across trophic levels and relationship with chemical structure. Environmental Toxicology and Chemistry 2006, 25, 2937-2945; DOI 10.1897/05-701r.1.

ACS Paragon Plus Environment

27

Environmental Science & Technology

Page 28 of 28

585 586 587 588

(66) Ristau, K.; Akgul, Y.; Bartel, A. S.; Fremming, J.; Müller, M. T.; Reiher, L.; Stapela, F.; Splett, J. P.; Spann, N. Toxicity in relation to mode of action for the nematode Caenorhabditis elegans: Acute-to-chronic ratios and quantitative structure-activity relationships. Environmental Toxicology and Chemistry 2015, 34 (10), 23472353; DOI 10.1002/etc.3069.

589 590

(67) Endo, S.; Escher, B. I.; Goss, K. U. Capacities of Membrane Lipids to Accumulate Neutral Organic Chemicals. Environmental Science & Technology 2011, 45 (14), 5912-5921; DOI 10.1021/es200855w.

ACS Paragon Plus Environment

28