Subscriber access provided by the University of Exeter
Feature
Drinking Water Disinfection Byproducts (DBPs) and Human Health Effects: Multidisciplinary Challenges and Opportunities Xing-Fang Li, and William A. Mitch Environ. Sci. Technol., Just Accepted Manuscript • DOI: 10.1021/acs.est.7b05440 • Publication Date (Web): 28 Dec 2017 Downloaded from http://pubs.acs.org on December 29, 2017
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 22
Environmental Science & Technology
1 2
Drinking Water Disinfection Byproducts (DBPs) and Human Health Effects: Multidisciplinary Challenges and Opportunities
3
Xing-Fang Li1* and William A. Mitch2*
4 5 6 7 8
1. Division of Analytical and Environmental Toxicology, Department of Laboratory Medicine and Pathology, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB T6R 2G3 Canada 2. Department of Civil and Environmental Engineering, Stanford University, 473 Via Ortega, Stanford, California 94305, United States.
9 10
Abstract
11
While drinking water disinfection has effectively prevented water-borne diseases, an unintended
12
consequence is the generation of disinfection byproducts (DBPs). Epidemiological studies have
13
consistently observed an association between consumption of chlorinated drinking water with an
14
increased risk of bladder cancer. Out of the >600 DBPs identified, regulations focus on a few classes,
15
such as trihalomethanes (THMs), whose concentrations were hypothesized to correlate with the DBPs
16
driving the toxicity of disinfected waters, but the DBPs responsible for the bladder cancer association
17
remain unclear. Utilities are switching away from a reliance on chlorination of pristine drinking water
18
supplies to the application of new disinfectant combinations to waters impaired by wastewater effluents
19
and algal blooms. In light of these changes in disinfection practice, this article discusses new approaches
20
being taken by analytical chemists, engineers, toxicologists and epidemiologists to characterize the DBP
21
classes driving disinfected water toxicity, and suggests that DBP exposure should be measured using
22
other DBP classes in addition to THMs.
23 24 25
Disinfection vs. Disinfection Byproducts (DBPs): a Complex Balancing Act Diarrheal diseases associated with poor water sanitation remain a leading cause of death in the
26
developing world, particularly among children.1 Starting just after 1900, chlorine disinfection of
27
municipal drinking waters largely vanquished the outbreaks of cholera, typhoid and other waterborne
28
diseases in the developed world by the 1940s.2 Importantly, these gains from chlorine disinfection
29
predated the development of vaccines and antibiotics. Chlorination of drinking water represents one of the
30
greatest achievements in public health.
31
In 1974 analytical chemists discovered that trihalomethanes (THM4; chloroform,
32
bromodichloromethane, dibromochloromethane and bromoform) forming as byproducts of chlorine
33
reactions with natural organic matter (NOM) reached concentrations up to ~160 µg/L in finished drinking 1 ACS Paragon Plus Environment
Environmental Science & Technology
Page 2 of 22
34
waters.3,4 Since then, epidemiology studies have suggested associations between consumption of
35
chlorinated tap water featuring elevated THM4 concentrations and adverse health outcomes, including
36
bladder cancer,5 children born small for gestational age,6,7 and miscarriages.8 The most consistent
37
association has been for bladder cancer. For example, a meta-analysis for European males indicated that
38
bladder cancer was 47% more prevalent among those consuming water with THM4 > 50 µg/L compared
39
to those consuming water with THM4 < 5 µg/L; additional research has demonstrated an even higher risk
40
associated with consumption of water featuring high THM4 levels for individuals featuring particular
41
genetic polymorphisms (discussed below). With estimates of about 60,000 new cases per year, bladder
42
cancer is the fourth most common cancer among U.S. males (lifetime odds are ~4%).9
43
These results spurred the optimization of disinfection strategies to balance the acute risk posed by
44
pathogens against the chronic risk posed by lifetime exposure to potentially carcinogenic DBPs. The
45
implementation of regulatory limits on DBPs has helped to curb the highest DBP exposures. The 1979
46
Total Trihalomethane Rule limiting THM4 in US drinking waters to 100 µg/L from ~30% to ~3% by 1988.11 Given that pathogen
48
inactivation is the primary goal of water treatment and that DBPs represent a widespread environmental
49
exposure route to carcinogens, striking this balance is a difficult, but important challenge. This feature
50
article discusses factors that have historically hindered progress in DBP research and showcases the new
51
approaches enabling researchers to surmount these impediments.
52
Historical Challenges: the Conundrum of NOM
53
Unlike most other drinking water contaminants, DBPs form from disinfectant application within
54
the plant, as a result of the final drinking water treatment process (disinfection) and continue to form
55
throughout the distribution system, such that control strategies necessarily focus on minimizing their
56
formation. Considered to be the primary organic precursors for DBPs, humic substances in NOM are
57
derived from natural biopolymers, including humic and fulvic acids, but their extensive degradation
58
fosters a diversity of structures that prevents clear characterization. Their poor structural characterization
59
has driven two of the historical challenges in DBP research. First, without the ability to predict DBPs
60
likely to form at high yield by applying chlorine reaction pathways to well-characterized precursor
61
structures, DBP identification has been largely the domain of analytical chemists. Over 600 DBPs have
62
been characterized;12 most being low molecular weight semi-volatile or volatile compounds, due to the
63
availability of gas chromatography-based instrumentation. Yet the subset that has been quantified
64
constitutes only ~30% of the total organic halogen (TOX) in chlorinated waters on a median basis, with
65
THM4 and haloacetic acids (HAAs) each accounting for ~10% of TOX.13 Given the diversity of
2 ACS Paragon Plus Environment
Page 3 of 22
Environmental Science & Technology
66
precursors, the total number of DBPs likely will far exceed 1,000 in chlorinated drinking waters,
67
highlighting the challenge of closing the TOX mass balance.
68
Second, this diversity of DBPs has hindered the identification of those that drive the correlation
69
between consumption of chlorinated drinking waters and bladder cancer (hereafter referred to a “toxicity
70
drivers”). Regulatory agencies have focused on a limited array of DBPs. In the U.S., regulatory limits
71
have been established for 11 DBPs: THM4, 5 haloacetic acids (HAA5; chloroacetic acid, bromoacetic
72
acid, dichloroacetic acid, dibromoacetic acid, trichloroacetic acid), bromate and chlorite.14 With minor
73
differences, the DBPs targeted for regulation are similar in other countries.12 Importantly, THM4 and
74
HAA5 were not targeted for regulation because they were known to be the sole toxicity drivers, but
75
because they served as indicators of exposure to the complex mixture of DBPs in chlorinated drinking
76
waters.15 While the assumption that THM4 and HAA5 should correlate with the toxicity drivers in
77
chlorinated water appears reasonable, the regulatory focus on THM4 and HAA5 has driven a
78
corresponding focus among DBP researchers, which may be risky. Are research and regulatory efforts
79
targeting the right compounds? For example, epidemiology studies continue to rely on THM4 to measure
80
exposure, yet the associations with bladder cancer frequently hover near the boundaries of statistical
81
significance.5 Might imperfect correlations between THM4 and the toxicity drivers cloud the resolving
82
power of epidemiological studies? Using the primary toxicity drivers to monitor exposure should increase
83
the significance of the bladder cancer risk attributable to DBPs, particularly when coupled with
84
considerations of genotypes conducive to DBP-associated toxicity (discussed below). Similarly,
85
considerable efforts by environmental chemists have focused on limiting THM4 and HAA5 formation.
86
Due to inadequate precursor characterization, these efforts have historically relied on empirical models
87
correlating THM4 or HAA5 formation with bulk precursor properties (e.g., specific UV absorbance at
88
254 nm or the tendency to sorb to XAD resins),16,17 and the development of treatment technologies to
89
remove these precursors. If the precursors for toxicity drivers differ from those of THM4 and HAA5, are
90
these efforts misplaced?
91
Changing Disinfection Practices Raise Difficult Questions
92
Two changes in drinking water practice have key implications for DBP research. To meet the
93
demands of growing populations, utilities are increasingly exploring a variety of impaired water supplies
94
featuring precursor pools fundamentally different from the NOM that has been the focus of prior research.
95
These different precursor pools should alter the array of DBPs formed. Compared to NOM, water
96
supplies impacted by upstream wastewater discharges or algal blooms tend to feature organic matter with
97
lower aromaticity, which should reduce THMs. However, they also exhibit higher organic nitrogen,18
98
which should promote the formation of nitrogen-based DBPs (N-DBPs).19 Among N-DBPs, nitrosamines 3 ACS Paragon Plus Environment
Environmental Science & Technology
99
(e.g., N-nitrosodimethylamine (NDMA)) have received significant attention because low ng/L levels in
100
drinking water are associated with 10-6 lifetime excess cancer risks.20 Recognizing the fundamental
101
differences with NOM, researchers have labeled these precursor pools effluent organic matter (EfOM)
102
and algal organic matter (AOM). Highlighting implications for DBP formation, precursors for total
103
nitrosamines are more associated with EfOM and AOM than NOM,21 while NDMA is strongly linked to
104
EfOM.22 Indeed, NDMA is a key focus for the potable reuse of wastewater, the ultimate example of an
105
EfOM-impacted water supply. Utilities are also exploiting higher salinity source waters, including
106
freshwaters impacted by sea-level rise, or brackish groundwater and seawater reclaimed by desalination.
107
The higher concentrations of bromide and iodide in these waters may change the speciation of DBPs
108
toward their brominated and iodinated analogues.23,24
109
Page 4 of 22
Concurrently, utilities are switching away from a sole reliance on chlorine disinfection to
110
combinations of primary disinfectants (ozone, UV or chlorine) with chloramines as secondary
111
disinfectants,25,26 changes driven at least in part by more stringent limits on regulated DBPs. In the U.S.,
112
the Stage 1 and 2 Disinfectants and Disinfection Byproducts Rules reduced the regulatory limits on
113
THM4 to 80 µg/L and regulated HAA5 at 60 µg/L for the first time.15 Because THM4 and HAA5 form
114
predominantly from chlorine reactions with humic substances, these new disinfectant combinations limit
115
THM4 and HAA5 formation. However, each disinfectant promotes different DBP classes. For example,
116
chloramination promotes nitrosamines27,28 and iodinated DBPs,29 while ozone forms bromate,
117
haloacetaldehydes30 and halonitromethanes.31
118
These effects on DBP formation can be synergistic. For example, chloramination drives NDMA
119
formation in wastewater-impacted drinking waters, particularly during potable reuse,32 and promotes the
120
production of iodinated DBPs in higher salinity waters. Together, these alterations in disinfection practice
121
suggest that the assumed correlation between THM4 and the toxicity drivers in disinfected waters may no
122
longer hold. Could alterations in disinfection practice intended to reduce THM4 ultimately increase the
123
toxicity of disinfected water? For example, one laboratory study indicated that the cytotoxicity of a
124
drinking water with elevated bromide and iodide was higher when chloraminated than when chlorinated.33
125
Disinfection Optimization and Toxicity Drivers
126
An initial response to this challenge is to target a more complex optimization of the disinfectant
127
combinations to simultaneously control pathogens, the traditional regulated DBPs and the emerging DBPs
128
of interest (e.g., N-DBPs and iodinated DBPs). For example, combining ozone for primary disinfection
129
with chloramines to maintain a residual in the distribution system can effectively inactivate pathogens and
130
reduce formation of regulated THM4 and HAA5. Ozone can also deactivate NDMA precursors, reducing
4 ACS Paragon Plus Environment
Page 5 of 22
Environmental Science & Technology
131
NDMA formation during subsequent chloramination. However, the ozone exposure must be optimized
132
because the benefits of increasing ozone exposure in terms of reducing pathogens and NDMA come at the
133
expense of enhanced production of bromate, halonitromethanes and haloacetaldehydes when followed by
134
chlorination or chloramination.19
135
This optimization necessitates that we prioritize which DBPs to control, and re-emphasizes the need
136
to identify toxicity drivers. The DBP field has been blessed with strong collaborations between chemists
137
and toxicologists. For example, over 100 DBPs have been subjected to quantitative cytotoxicity and
138
genotoxicity assays on a Chinese hamster ovary (CHO) cell platform.34 These results have indicated that
139
unregulated DBP classes, particularly N-DBPs and their brominated analogues, are orders of magnitude
140
more cytotoxic and genotoxic than the regulated THM4 and HAA5; iodinated analogues are even more
141
cytotoxic and genotoxic. However, until recently the focus has remained on meeting specific regulatory
142
targets. For example, NDMA features a 10 ng/L Notification Level in California,35 and the US EPA has
143
been considering whether to promulgate nationwide regulatory limits on nitrosamines.36 The challenge for
144
utilities practicing chlorine primary disinfection with chloramine secondary disinfection is to optimize
145
these disinfection processes to simultaneously meet limits on THM4, HAA5, and NDMA. Are these the
146
proper DBP targets to minimize exposure to toxicity drivers?
147
While DBP chemists frequently cite high toxic potency as a rationale to focus on emerging DBP
148
classes, the contribution of a DBP to toxicity is really a function of both their concentrations and toxic
149
potency. To prioritize DBP classes, DBP researchers are beginning to compare measured DBP
150
concentrations weighted by metrics of toxic potency (e.g., CHO cytotoxicity). By these calculations, a
151
water featuring higher concentrations of some of the more toxic unregulated DBPs but lower
152
concentrations of regulated DBPs may be considered to represent a higher risk, provided the sum of the
153
toxicity-weighted concentrations of DBPs in the complex mixture is greater (Figure 1). When applied to
154
conventional European drinking waters,37 chlorinated or chloraminated high salinity groundwaters,38 or
155
chloraminated potable reuse effluents,39 these calculations indicate that unregulated halogenated DBP
156
classes, particularly haloacetonitriles, may be greater contributors to the DBP-associated toxicity of
157
disinfected waters than the THM4, HAA5 and nitrosamines of current regulatory interest.
158
These calculations suggest the need to re-focus DBP research, yet they still consider predominantly
159
the low molecular weight, (semi-)volatile DBP classes that constitute only ~30% of TOX. Identifying the
160
toxicity drivers requires advances in analytical chemistry and toxicology. Frontiers in these areas are
161
discussed below.
162
Advances in Analytical Chemistry Paint a Dynamic Picture of DBP Evolution
5 ACS Paragon Plus Environment
Environmental Science & Technology
Page 6 of 22
163
Due to its widespread availability, GC/MS dominated DBP characterization during the first two
164
decades following their discovery. Most of the DBP classes that have been identified to date remain low
165
molecular weight, (semi-)volatile compounds amenable to GC/MS or compounds rendered suitable for
166
GC/MS and GC/GC/MS analysis by derivatization (e.g., HAAs).40,41 While the increase in concentrations
167
of these DBP classes with chlorine contact time has been recognized, their relative contribution to TOX
168
has generally been considered static, such that THM4 concentrations should correlate with the production
169
of other halogenated DBPs. The application of high performance liquid chromatography and high-
170
resolution mass spectrometry technologies is revealing the important contribution of polar DBPs to the
171
uncharacterized TOX, and is suggesting a dynamic transformation of the TOX pool over timescales
172
relevant to drinking water distribution. Fourier transform ion cyclotron resonance mass spectrometry (FT-
173
ICR-MS) is a high-resolution MS technique (resolution ~1 million with 100 DBPs enabling
232
ranking of their toxicity.34 The database has demonstrated that unregulated halogenated DBPs, including
233
haloacetaldehydes and nitrogen-based haloacetonitriles, haloacetamides and halonitromethanes, are orders
234
of magnitude more cytotoxic and genotoxic than the carbon-based regulated THM4 and HAA5. When
235
used to weight measured DBP concentrations, these assays can suggest which DBPs are likely to be
236
toxicity drivers, helping to prioritize DBPs for future in vivo assays (Figure 1). Highlighting the need for
237
in vivo testing, CHO cells lack certain metabolic features that may be important for the activation of
238
DBPs to mutagens. For example, CHO cells do not express the enzyme, glutathione S-transferase (GST)
239
theta-1 (GSTT1), which can activate brominated THMs and dibromonitromethane to mutagens.63 This
240
approach can be expanded with additional cell lines featuring these metabolic functions or others,
241
including human stem cell models for developmental effects,64 cells over-expressed with specific
242
membrane proteins to evaluate transmembrane transport,65 and non-transformed (i.e., non-cancerous)
243
human uroepithelial cells related to bladder cells.66 Some of the battery of in vitro assays for analysis of
244
water quality based on other organisms67 may also be useful. For example, the marine polychaete,
245
Platynereis dumerilii, which can survive the high salinity of water concentrates, has been applied to
246
demonstrate the developmental toxicity of more than 20 halogenated aromatic DBPs.68
247
In vitro assays can also be useful to demonstrate toxic modes of action, including the
248
identification of enzyme systems associated with DBP metabolism. For example, laboratory studies have
249
demonstrated that three enzyme systems, GSTT1, GST zeta-1 (GSTZ1) and cytochrome P450 2E1
250
(CYP2E1) can activate brominated THMs to mutagens (GSTT1), or inactivate HAAs and certain other
251
halogenated DBPs (GSTZ1 and CYP2E1)..63 DBP research should take advantage of the 21th Century
252
ToxCast69,70 Program, a unique program initiated by multiple U.S. federal agencies, including the
253
National Institutes of Health, the U.S. Environmental Protection Agency, and the Food and Drug
254
Administration, that has advanced high throughput in vitro toxicology assays to characterize modes of
255
action. With CRISPR-Cas9 gene-editing technology,71,72 engineered cell models may become available to
256
facilitate screening for specific mechanisms of action. Understanding the mechanisms of action can help
257
prioritize DBPs likely to be associated with specific endpoints (e.g., bladder cancer) for confirmation
258
using in vivo assays. Additionally, characterizing mechanisms of action can lead to the development of
259
biomarkers of DBP exposure for use in epidemiology studies.
8 ACS Paragon Plus Environment
Page 9 of 22
260
Environmental Science & Technology
Although DBPs occur within complex mixtures, how individual DBPs interact with respect to the
261
toxicity of the mixture has received little attention. The toxicity of DBPs determined in single compound
262
assays generally are assumed to be additive when measured DBP concentrations are weighted by metrics
263
of toxicity to prioritize DBPs.38,39 Because previous research using in vivo assays has demonstrated that
264
the assumption of additivity is not always valid for DBP mixtures,61,73 research is needed to understand
265
when DBPs in mixtures exhibit synergistic or antagonistic interactions. Indeed, research has applied
266
bioassays to bulk waters to optimize disinfection schemes without identification of specific toxicity
267
drivers,33 but methodological improvements are needed. Toxicological assays generally require
268
concentration of water samples (i.e., >1000-fold) to observe significant effects, yet it is precisely the low
269
molecular weight (semi-)volatile DBPs of current focus that are partially lost during the extraction and
270
concentration procedures employed to prepare samples for these bioassays. Current methods to surmount
271
this challenge include spiking back specific volatile DBPs lost during concentration into the extracts, but
272
this assumes that all volatile DBPs have been characterized.61 Alternatively, raw water samples could be
273
concentrated and then disinfected, but retaining a wide range of organic precursors without concentrating
274
inorganic components (which could exert toxicity via high salinity, for example) has proven
275
challenging.74,75 Given the focus on volatile DBPs to date, capturing and concentrating volatile DBPs is a
276
key challenge that must be overcome to measure the DBP-associated toxicity of disinfected bulk waters.
277
Challenges for Epidemiology
278
While meta-analyses of epidemiology studies have indicated a significant association between
279
consumption of drinking waters with high levels of THM4 and bladder cancer incidence, the 95%
280
confidence intervals on their odds ratios hover near the border of statistical significance (e.g., an odds
281
ratio of 1.47 with a 95% confidence interval of 1.05-2.05).5 Many of the individual studies constituting
282
these meta-analyses do not indicate a significant association.5 Exposure assessment is a primary challenge
283
limiting the resolution of epidemiology studies. Particularly for the bladder cancer endpoint, the cancer
284
would result from the accumulated lifetime exposure to DBPs. Most epidemiology studies have relied on
285
THM4 measurements to quantify exposure because of the widespread availability of THM4 data resulting
286
from their early discovery and their collection as part of regulatory compliance. However, THM4
287
concentrations can vary seasonally and even diurnally. Furthermore, THM4 measurements are typically
288
infrequent (e.g., quarterly for compliance in the U.S.). Unlike many other contaminants, DBP
289
concentrations also exhibit significant spatial variability since they continue to form within the
290
distribution system.49,76 For example, nitrosamine concentrations increase with distance from the plant,
291
while HBQ-DBPs are transformed to hydroxy-HBQs throughout the distribution systems.49,76 Even within
9 ACS Paragon Plus Environment
Environmental Science & Technology
292
neighborhoods, DBP concentrations can vary significantly in ways that are difficult to predict due to
293
inadequate modeling of water age within distribution systems.
294
Page 10 of 22
It is important to reiterate that THM4 concentrations have been targeted to measure exposure to
295
DBPs not because they have been demonstrated to be the primary drivers of cancer risk, but because
296
THMs are carcinogens and their concentrations were assumed to correlate with those of other DBPs.10,14,15
297
This assumption is questionable for two reasons. First, the emerging concept of the dynamic
298
transformation of NOM over timescales relevant to drinking water distribution would suggest that the
299
percentage contribution of THM4 to TOX is not static (Figure 2). Consumers close to the drinking water
300
facility may consume a different array of DBPs (e.g., more higher molecular weight, polar DBPs) than
301
those at the ends of the distribution system (e.g., a higher percentage contribution to TOX by low
302
molecular weight (semi-)volatile DBPs like THM4). Second, the shift in disinfection practices from
303
chlorination to combinations of alternative primary disinfectants and chloramines for secondary
304
disinfection can reduce THM4 while promoting nitrosamines, iodinated DBPs and other DBP classes.
305
Using the primary toxicity drivers to measure exposure would presumably enhance the resolution
306
of epidemiology studies, highlighting the value of the close collaboration between chemists and
307
toxicologists needed to identify these forcing agents. Initial efforts weighting measured DBP
308
concentrations by metrics of toxic potency obtained in in vitro assays have underscored the potential
309
importance of certain unregulated, low molecular weight DBPs (e.g., haloacetonitriles).38,39 However,
310
research is needed regarding the bioavailability of these compounds. Research has evaluated the
311
pharmacokinetics of THMs77 and demonstrated that exposure via inhalation and dermal contact may be
312
more important than via ingestion.78 Are the unregulated halogenated DBPs sufficiently volatile such that
313
skin absorption or inhalation during showering is important? Research is needed regarding the
314
pharmacokinetics of these other DBP classes. THMs are rapidly excreted by exhalation, but is the same
315
true of haloacetonitriles? If haloacetonitriles are not readily excreted, is this because of efficient
316
detoxification? Understanding of adsorption (bioavailability), distribution, metabolism and excretion of
317
different classes of DBPs requires further research using advanced approaches.
318
Even if the toxicity drivers are identified, their incorporation into retrospective cancer
319
epidemiology studies would be challenging due to the lack of concentration measurements over the
320
previous decades and the spatiotemporal variations in concentrations alluded to previously. However,
321
initiating relevant data collection of toxicologically important DBPs would contribute to epidemiology
322
studies focusing on shorter-term endpoints, such as developmental toxicity, and would lay the
323
groundwork for future cancer epidemiology studies. Another key factor is analytical cost, particularly
324
given the number of measurements that might be needed to address spatiotemporal variability in 10 ACS Paragon Plus Environment
Page 11 of 22
Environmental Science & Technology
325
concentrations. It is noteworthy that some of the putative toxicity drivers (e.g., haloacetonitriles) can be
326
measured using essentially the same analytical methods employed for THM4. Commercially available
327
THM4 analyzers capable of providing results with roughly half-hour frequencies could be modified to
328
include such potential toxicity drivers. Incorporating consideration of genotypes exhibiting a higher susceptibility to DBP-associated
329 330
toxicity would also increase the statistical significance of the association of bladder cancer with DBP
331
exposure. For example, an epidemiology study by Cantor et al.63 found an adjusted odds ratio of 1.8 (0.9-
332
3.5 95% confidence interval) for bladder cancer for waters with >49 µg/L THM4 relative to waters with
333
≤8 µg/L. However, the adjusted odds ratio for these two THM4 concentration categories increased to 5.9
334
(1.8-19.0) when only the subpopulation featuring the GSTT1 and GSTZ1 CT/TT enzyme systems were
335
considered. Laboratory research had demonstrated that these enzyme systems are involved in the
336
transformation of brominated THMs, HAAs, dibromonitromethane, and potentially other halogenated
337
DBPs, in some cases (e.g., GSTT1 activation of brominated THMs and dibromonitromethane) forming
338
mutagens.63 The laboratory studies suggest one plausible mechanism by which DBPs, such as brominated
339
THMs, could cause cancer. While the correlation between THM4 concentrations and these genotypes
340
may suggest that brominated THMs are drivers of the cancer risk, the data are insufficient to draw a
341
conclusion regarding the importance of THMs for the cancer risk. Research is needed to determine
342
whether these genotypes are involved with the activation of other DBPs, particularly those that correlate
343
with THM4 concentrations in the predominantly chlorinated waters evaluated in that epidemiology study.
344
Determining the DBP classes serving as the drivers of the cancer risk will become increasingly important
345
as changes in disinfection practice alter the relative proportion of the DBP classes in disinfected drinking
346
waters.
347
Another approach is to identify chemicals excreted in urine or exhaled breath that correlate with
348
DBP exposure. For example, the exhaled concentrations of brominated THMs in swimmers were linked
349
to DBP concentrations in a swimming pool,79 while excretion of trichloroacetic acid and TOX have been
350
measured in urine.80,81 Could byproducts or DBP-biomolecule adducts be identified that are indicative of
351
in vivo exposure to toxicity drivers and that are linked to modes of action associated with cancer
352
development? The formation of DNA adducts following GSTT1 activation of brominated THMs82 could
353
be expanded to other DBP classes. Could such byproducts or adducts be used as biomarkers to measure
354
exposure in shorter-term epidemiology studies relevant to bladder cancer? In light of the trend towards
355
combinations of disinfectants, toxicity-relevant biomarkers reflecting recent exposure to DBPs could
356
foreshadow the results of future epidemiology studies evaluating these changes in disinfectant practice.
357
Translating research into practice 11 ACS Paragon Plus Environment
Environmental Science & Technology
358
Page 12 of 22
Utilities have attempted to optimize the combination of disinfectants to simultaneously meet
359
pathogen reduction goals and regulatory limits on DBPs. The identification of toxicity drivers will
360
demand close collaboration between chemists, toxicologists and epidemiologists, but is critical to ensure
361
that efforts towards disinfection optimization do not inadvertently increase exposure to toxicity drivers.
362
Given the clear tradeoffs between pathogen inactivation and DBP formation, it is imperative to better
363
coordinate research efforts into both aspects, a harmony which is unfortunately infrequent. This is
364
particularly important in light of the changes occurring in disinfection practice. For example, recent
365
research has indicated that use of chloramines as a secondary disinfectant may aid inactivation of
366
Legionella pneumophila in premise plumbing, yet promote the growth of Mycobacterium avium.83 How
367
should the benefits of chloramination associated with DBP reduction be weighed against the potential
368
promotion of certain opportunistic pathogens?
369
An intriguing opportunity for collaboration between these disciplines is to better characterize
370
pathogen inactivation. While pathogen inactivation kinetics have been determined, the detailed
371
mechanisms by which chemical disinfectants inactivate pathogens remain poorly understood. Inactivation
372
fundamentally involves the chemical transformation of important biomolecules by the disinfectant. These
373
reactions are essentially the same as those involved with DBP production. The skills developed by DBP
374
researchers to characterize such chemical transformations could aid in the understanding of the
375
mechanisms of pathogen inactivation. For example, research on bacteriophage inactivation has defined
376
the extent to which different disinfectants react with the protein capsid, which would inhibit binding of
377
the phage to the host, or the genomic material, hindering replication.84 Additional research has
378
characterized the modifications to amino acid side chains within the protein capsid of MS2 bacteriophage
379
caused by application of chlorine, bromine or ozone.54 Understanding how these side chain modifications
380
alter capsid protein structure and thereby hinder binding to host cells might reveal how altered amino acid
381
sequences in viral capsid proteins resulting from mutations could promote resistance to inactivation by
382
disinfectants.
383
Lastly, optimization of combination disinfection has been favored as a low-cost option to balance
384
the acute risk posed by pathogens against the chronic risk associated with DBPs. Yet this balance is
385
extremely complex. A higher cost alternative is to pursue physical treatment processes (e.g., activated
386
carbon, nanofiltration) to remove organic precursors prior to disinfectant application. In addition to
387
removing the organic precursors, such techniques could reduce the applied disinfectant dose by reducing
388
the oxidant demand. In its ultimate manifestation, precursor removal could achieve a bio-stable water,
389
obviating the need to maintain significant disinfectant residuals in distribution systems to prevent the
390
growth of opportunistic pathogens. This practice is applied to various degrees in certain northern 12 ACS Paragon Plus Environment
Page 13 of 22
Environmental Science & Technology
391
European countries. The Netherlands is an extreme case, with no disinfectants applied for the distribution
392
system.85 In addition to the physical treatment processes, this practice also requires significant capital
393
costs associated with maintenance of the distribution system. Given the widespread nature of disinfected
394
drinking water as an exposure route to carcinogens, such outlays may be justified. However, the
395
collaborations between chemists, toxicologists, and epidemiologists discussed herein will be crucial for
396
defining the toxicity drivers and developing the epidemiological data required for the cost-benefit
397
analyses needed to justify such expenses.
398
Acknowledgement
399 400
We would like to thank Ms. Lindsay Jmaiff Blackstock and Dr. Ping Jiang for their assistance in the preparation of the manuscript.
401 402
*Corresponding Authors
403
E-mail:
[email protected] 404
ORCID: Xing-Fang Li: 0000-0003-1844-7700
405
Email:
[email protected], Phone: 650-725-9298, Fax: 650-723-7058
406
ORCID: William A. Mitch: 0000-0002-4917-0938
407
Notes
408
The authors declare no competing financial interest.
409 410
REFERENCES
411 412 413
(1) Global Health Risks: Mortality and Burden of Disease Attributable to Selected Major Risks. World Health Organization. WHO Press, Geneva, Switzerland, 2009. http://www.who.int/healthinfo/global_burden_disease/GlobalHealthRisks_report_full.pdf
414 415 416
(2) History of Drinking Water Treatment. A Century of U.S. Water Chlorination and Treatment: One of the Ten Greatest Public Health Achievements of the 20th Century. Centers for Disease Control and Prevention. https://www.cdc.gov/healthywater/drinking/history.html (retrieved September 5, 2017).
417 418
(3) Rook, J. J. Formation of haloforms during chlorination of natural water. Water Treat. Exam. 1974, 23(2), 234–243.
419 420
(4) Bellar, T. A.; Lichtenberg, J. J.; Kroner, R. C. The occurrence of organohalides in chlorinated drinking waters. J. Am. Water Works Assoc. 1974, 66 (12), 703-706.
421 422 423 424
(5) Costet, N.; Villanueva, C. M.; Jaakkola, J. J. K.; Kogevinas, M.; Cantor, K. P.; King, W. D.; Lynch, C. F.; Nieuwenhuijsen, M. J.; Cordier, S. Water disinfection by-products and bladder cancer: is there a European specificity? A pooled and meta-analysis of European case-control studies. Occup. Environ. Med. 2011, 68 (5), 379–85. 13 ACS Paragon Plus Environment
Environmental Science & Technology
Page 14 of 22
425 426
(6) Wright J. M.; Evans A.; Kaufman J. A.; Rivera-Núñez Z.; Narotsky M.G. Disinfection by-product exposures and the risk of specific cardiac birth defects. Environ Health Perspect. 2017,125(2), 269–277.
427 428 429
(7) Grellier, J.; Bennett, J.; Patelarou, E.; Smith, R .B.; Toledano, M. B.; Rushton, L.; Briggs, D. J.; Nieuwenhuijsen, M. J. Exposure to disinfection by-products, fetal growth, and prematurity. Epidemiology. 2010, 21 (3), 300–13.
430 431
(8) Waller, K.; Swan, S. H.; DeLorenze, G.; Hopkins, B. Trihalomethanes in drinking water and spontaneous abortion. Epidemiology. 1998, 9 (2), 134-140.
432 433
(9) Key Statistics for Bladder Cancer. American Cancer Society. https://www.cancer.org/cancer/bladdercancer/about/key-statistics.html (retrieved September 5, 2017).
434 435
(10) National Primary Drinking Water Regulations: Disinfectants and Disinfection Byproducts. 40 CFR Parts 9, 141, and 142. Federal Register 1998, 63, No.241, 69390-69476.
436 437
(11) McGuire, M. J.; Meadows, R. G. AWWARF trihalomethane survey. J. Am. Water Works Assoc. 1988, 80 (1), 61-68.
438 439
(12) Richardson, S. D. Disinfection by-products: formation and occurrence in drinking water. In Encyclopedia of Environmental Health, Ed. J.O. Nriagu, Elsevier, Inc. Press: 2011; pp110-136.
440 441 442
(13) Krasner, S. W.; Weinberg. H. S.; Richardson, S. D.; Pastor, S. J.; Chinn, R.; Sclimenti, M. J.; Onstad, G. D. Thruston, A. D. Occurrence of a new generation of disinfection byproducts. Environ. Sci. Technol. 2006, 40(23), 7175-7185.
443 444 445
(14) National Primary Drinking Water Regulations. U.S. Environmental Protection Agency. https://www.epa.gov/ground-water-and-drinking-water/national-primary-drinking-water-regulations (retrieved September 6, 2017).
446 447
(15) National Primary Drinking Water Regulations: Stage 2 Disinfectants and Disinfection Byproducts Rule. 40 CFR Parts 9, 141, and 142. Federal Register 2006, 71, No. 2, 388-493.
448 449
(16) Liang, L.; Singer. P. C. Factors influencing the formation and relative distribution of haloacetic acids and trihalomethanes in drinking water. Environ. Sci. Technol. 2003, 37(13), 2920-2928.
450 451
(17) Ged, E. C., Chadik, P. A., Boyer, T. H. Predictive capability of chlorination disinfection byproducts models. J. Environ. Manage. 2015,149, 253-262.
452 453
(18) Westerhoff, P.; Mash, H. Dissolved organic nitrogen in drinking water supplies: a review. J. Water Supply: Res. Technol.--AQUA 2002, 51(8), 415–448.
454 455 456
(19) Shah, A. D.; Mitch, W. A. Halonitroalkanes, halonitriles, haloamides and N-nitrosamines: A critical review of nitrogenous disinfection byproduct (N-DBP) formation pathways. Environ. Sci. Technol., 2012, 46(1), 119-131.
457 458
(20) Integrated Risk Information System. U.S. Environmental Protection Agency. https://www.epa.gov/iris (retrieved September 7, 2017).
459 460
(21) Dai, N.; Mitch, W. A. Relative importance of N-nitrosodimethylamine compared to total Nnitrosamines in drinking waters. Environ. Sci. Technol. 2013, 47(8), 3648-3656.
14 ACS Paragon Plus Environment
Page 15 of 22
Environmental Science & Technology
461 462 463
(22) Zeng, T.; Glover, C.M.; Marti, E.; Woods, G.; Karanfil, T.; Mitch, W.A.; Dickenson, E.R.V. Relative importance of different water categories as sources of N-nitrosamine precursors. Environ. Sci. Technol., 2016, 50(24),13239-13248.
464 465 466
(23) Zhao, Y.; Qin, F.; Boyd, J. M.; Anichina, J.; Li, X.-F. Characterization and determination of chloroand bromo-benzoquinones as new chlorination disinfection byproducts in drinking water. Anal. Chem. 2010, 82(11), 4599-4605.
467 468
(24) Hua, G., Reckhow, D. A., Kim, J. Effect of bromide and iodide ions on the formation and speciation of disinfection byproducts during chlorination. Environ.Sci. Technol. 2006, 40 (9), 3050-3056.
469 470
(25) Dotson, A. D.; Rodriguez, C. E.; Linden, K. G. UV disinfection implementation status in US water treatment plants. J. Am. Water Works Assoc. 2012, 104(5), E318-E324.
471 472
(26) Seidel, C. J.; McGuire, M. J.; Summers, R. S.; Via, S. Have utilities switched to chloramines? J. Am. Water Works Assoc. 2005, 97 (10), 87−97.
473 474 475
(27) Zhao Y-Y.; Boyd J. M.; Woodbeck M.; Andrews R. C.; Qin F.; Hrudey S. E.; Li X-F. Formation of N-nitrosamines from eleven disinfection treatments of seven different surface waters. Environ. Sci. Technol. 2008, 42 (13), 4857–4862.
476 477
(28) Schreiber, I.M.; Mitch, W.A. Nitrosamine formation pathway revisited: the importance of dichloramine and dissolved oxygen. Environ. Sci. Technol. 2006, 40 (19), 6007-6014.
478 479
(29) Bichsel, Y., von Gunten, U. Formation of iodo-trihalomethanes during disinfection and oxidation of iodide-containing waters. Environ. Sci. Technol. 2000, 34(13), 2784-2791.
480 481 482
(30) Shah, A. D.; Krasner, S. W.; Chen, T., C.-F.; von Gunten, U.; Mitch, W .A. Tradeoffs in disinfection byproduct formation associated with precursor pre-oxidation for control of nitrosamine formation. Environ. Sci. Technol. 2012, 46(9), 4809-4818.
483 484
(31) McCurry, D. L.; Quay, A. N.; Mitch, W. A. Ozone promotes chloropicrin formation by oxidizing amines to nitro compounds. Environ. Sci. Technol. 2016, 50(3), 1209-1217.
485 486 487
(32) McCurry, D.L.; Krasner, S.W.; Mitch, W.A. Control of nitrosamines during non-potable and de facto wastewater reuse with medium pressure ultraviolet light and preformed monochloramine. Environ. Sci.: Water Res. Technol. 2016, 2, 502-510.
488 489 490
(33) Yang, Y.; Komaki, Y.; Kimura, S. Y.; Hu, H. Y.; Wagner, E. D.; Marinas, B. J.; Plewa, M. J. Toxic impact of bromide and iodide on drinking water disinfected with chlorine or chloramines. Environ. Sci. Technol. 2014, 48 (20), 12362-12369.
491 492
(34) Wagner, E. D.; Plewa, M. J. CHO cytotoxicity and genotoxicity analyses of disinfection by-products: an updated review. J. Environ. Sci. 2017, 58, 64-76.
493 494 495
(35) California Department of Public Health. NDMA and Other Nitrosamines - Drinking Water Issues. http://www.waterboards.ca.gov/drinking_water/certlic/drinkingwater/NDMA.shtml (accessed August 15, 2015)
496 497
(36) A New Approach to Protecting Drinking Water and Public Health. U.S. Environmental Protection Agency, Office of Water. EPA 815F10001 (accessed August 15, 2015)
498 499
(37) Plewa, M. J.; Wagner, E. D.; Richardson, S. D. TIC-Tox: a preliminary discussion on identifying the forcing agents of DBP-mediated toxicity of disinfected water. J. Environ. Sci. 2017, 58, 208-216. 15 ACS Paragon Plus Environment
Environmental Science & Technology
Page 16 of 22
500 501 502
(38) Szczuka A.; Parker K. M.; Harvey C.; Hayes E.; Vengosh A.; Mitch W.A. Regulated and unregulated halogenated disinfection byproduct formation from chlorination of saline groundwater. Water Res. 2017, 122, 633-644.
503 504
(39) Zeng, T.; Plewa, M. J.; Mitch, W. A. N-nitrosamines and halogenated disinfection byproducts in u.s. full advanced treatment trains for potable reuse. Water Res., 2016, 101, 176-186
505 506 507 508
(40) Daiber, E. J.; DeMarini D. M.; Ravuri S. A.; Liberatore H. K.; Cuthbertson A. A.; ThompsonKlemish A.; Byer J. D.; Schmid J. E.; Afifi M. Z.; Blatchley, III E. R.; Richardson S. D. Progressive increase in disinfection byproducts and mutagenicity from source to tap to swimming pool and spa water: impacts of human inputs. Environ. Sci. Technol., 2016. 50 (13), 6652–6662.
509 510 511 512
(41) Jeong, C. H.; Anduri, S.; Richardson S. D.; Daiber E. J.; McKague A. B.; Nieuwenhuijsen M. J.; Kogevinas M.; Villanueva C. M.; Goslan E. H.; Luo W.; Isabelle L. M.; Pankow J. F.; Wagner E. D.; Plewa M. J. The occurrence and toxicity of disinfection by-products in european drinking waters: correlations with the hiwate epidemiological program. Environ. Sci. Technol., 2012, 46: 12120-12128.
513 514 515
(42) Lavonen, E. E.; Gonsior, M.; Tranvik, L. J.; Schmitt-Kopplin, P.; Kohler, S. J. Selective chlorination of natural organic matter: identification of previously unknown disinfection byproducts. Environ. Sci. Technol. 2013, 47(5), 2264-2271.
516 517 518 519
(43) Gonsior, M.; Schmitt-Kopplin, P.; Stavklint, H.; Richardson, S. D.; Hertkorn, N.; Bastviken, D. Changes in dissolved organic matter during the treatment processes of a drinking water treatment plant in Sweden and formation of previously unknown disinfection byproducts. Environ. Sci. Technol. 2014, 48(21), 12714-12722.
520 521
(44) Zhai, H.; Zhang, X. Formation and decomposition of new and unknown polar brominated disinfection byproducts during chlorination. Environ. Sci. Technol. 2011, 45(6), 2194-2201.
522 523 524
(45) Pan, Y.; Zhang, X. Four groups of new aromatic halogenated disinfection byproducts: effect of bromide concentration on their formation and speciation in chlorinated drinking water. Environ. Sci. Technol. 2013, 47(3), 1265-1273.
525 526 527
(46) Wang, W.; Qian, Y.; Jmaiff, L. K.; Hrudey, S.E.; Krasner, S.; Li, X.-F. Precursors of halobenzoquinones and their removal during drinking water treatment processes. Environ. Sci. Technol. 2015, 49(16), 9898-9904.
528 529 530
(47) Chuang, Y.-H.; McCurry, D. L.; Tung, H.-H.; Mitch, W.A. Formation pathways and tradeoffs between haloacetamides and haloacetaldehydes during combined chlorination and chloramination of lignin phenols and natural waters. Environ. Sci. Technol., 2015, 49(24), 14432-14440
531 532
(48) Qian, Y.; Wang, W.; Boyd, J. M.; Wu, M.; Hrudey, S. E.; Li, X. F. UV-induced transformation of four halobenzoquinones in drinking water. Environ. Sci. Technol. 2013, 47(9), 4426-4433.
533 534 535
(49) Wang, W.; Qian, Y.; Li, J.; Moe, B.; Huang, R.; Zhang, H.; Hrudey, S. E.; Li, X.-F. Analytical and toxicity characterization of halo-hydroxyl-benzoquinones as stable haloquinone disinfection byproducts in treated water. Anal. Chem. 2014, 86(10), 4982–4988.
536 537
(50) Roux, J. L.; Gallard, H.; Croué, J.-P.; Papot, S.; Deborde, M. NDMA formation by chloramination of ranitidine: Kinetics and mechanism. Environ. Sci. Technol. 2012, 46 (20), 11095−11103.
16 ACS Paragon Plus Environment
Page 17 of 22
Environmental Science & Technology
538 539 540
(51) Hanigan, D.; Thurman, E. M.; Ferrer, I.; Zhao, Y.; Andrews, S.; Zhang, J.; Herckes, P.; Westerhoff, P. Methadone contributes to N-nitrosodimethylamine formation in surface waters and wastewaters during chloramination. Environ. Sci. Technol. Lett. 2015, 2 (6), 151−157.
541 542
(52) Dai, N.; Zeng, T.; Mitch, W. A. Predicting N-Nitrosamines: N-Nitrosodiethanolamine as a significant component of total N-nitrosamines in recycled wastewater. Environ Sci Technol. Let. 2015, 2 (3), 54-58.
543 544
(53) Rule, K. L.; Ebbett, V. R.; Vikesland, P. J. Formation of chloroform and chlorinated organics by free-chlorine-mediated oxidation of triclosan. Environ. Sci. Technol. 2005, 39 (9), 3176-3185.
545 546
(54) Dotson, A.; Westerhoff, P. Occurrence and removal of amino acids during drinking water treatment. J. Am. Water Works Assoc. 2009, 101(9), 101–115.
547 548 549
(55) Sivey, J. D.; Howell, S. C.; Bean, D .J.; McCurry, D. L.; Mitch, W. A.; Wilson, C.J. Dual role for lysine during protein modification by HOCl and HOBr: lysine nitrile as a putative biomarker for oxidative stress. Biochemistry 2013, 52(7), 1260-1271.
550 551 552
(56) Choe, J. K.; Richards. D. H.; Wilson, C .J.; Mitch, W. A. Degradation of amino acids and structure in model proteins and bacteriophage MS2 by chlorine, bromine and ozone. Environ. Sci. Technol. 2015, 49(22), 13331-13339.
553 554 555
(57) Walse, S. S.; Plewa, M. J.; Mitch, W. A. Exploring amino acid side chain decomposition using enzymatic digestion and HPLC-MS: combined lysine transformations in chlorinated waters. Anal. Chem. 2009, 81 (18), 7650-7659.
556 557
(58) Tang, Y. N.; Xu, Y.; Li, F.; Jmaiff, L. K.; Hrudey, S. E.; Li, X.-F. Non-targeted analysis of peptides and disinfection byproducts in water. J. Environ. Sci. 2016, 42, 259−266.
558 559
(59) Huang, G.; Jiang, P.; Li, X.-F. Mass spectrometry identification of N-chlorinated dipeptides in drinking water. Anal. Chem. 2017, 89(7), 4204−4209.
560 561 562 563
(60) Schroter, J.; Griesinger, H.; Reuss, E.; Schulz, M.; Riemer, T.; Suss, R. Schiller, J.; Fuchs, B. Unexpected products of the hypochlorous acid-induced oxidation of oleic acid: a study using high performance thin-layer chromatography-electrospray ionization mass spectrometry. J. Chromatogr. A 2016, 1439, 89-96.
564 565 566
(61) Boorman G. A.; Dellarco V.; Dunnick J. K.; Chapin R. E.; Hunter S., Hauchman F., Gardner H.; Cox M.; Sills R. C. Drinking water disinfection byproducts: review and approach to toxicity evaluation. Environmental Health Perspect. 1999, 107, 207-217.
567 568 569
(62) Richardson, S.D.; Plewa, M.J.; Wagner, E.D.; Schoeny, R.; DeMarini, D.M. Occurrence, genotoxicity, and carcinogenicity of regulated and emerging disinfection by-products in drinking water: a review and roadmap for research. Mutat. Res. 2007, 636, 178-242.
570 571 572 573 574
(63) Cantor, K.P.; Villanueva, C.M.; Silverman, D.T.; Figueroa, J.D.; Real, F.X.; Garcia-Closas, M.; Malats, N.; Chanock, S.; Yeager, M.; Tardon, A.; Garcia-Closas, R.; Serra, C.; Carrato, A.; CastanoVinyals, G.; Samanic, C.; Rothman, N.; Kogevinas, M. Polymorphisms in GSTT1, GSTZ1, and CYP2E1, disinfection by-products, and risk of bladder cancer in Spain. Environ. Health Perspect. 2010, 118, 15451550.
17 ACS Paragon Plus Environment
Environmental Science & Technology
Page 18 of 22
575 576
(64) Fu K.Z.; Li J.H.; Vemula S.; Moe B. Effects of halobenzoquinone and haloacetic acid water disinfection byproducts on human neural stem cells. J. Environ. Sci. 2017, 58, 239-249.
577 578 579
(65) Li, J.; Bauer, M.; Moe, B.; Leslie, E.M.; and Li, X.-F. Multidrug resistance protein 4 (MRP4/ABCC4) protects cells from the toxic effects of halobenzoquinones. Chem. Res. Toxicol. 2017,30(10),1815-1822.
580 581 582
(66) Li, J.; Wang, W.; Moe, B.; Wang, H.; Li, X.-F. Chemical and toxicological characterization of halobenzoquinones, an emerging class of disinfection byproducts. Chem. Res. Toxicol. 2015, 28(3), 306– 318.
583 584 585 586 587
(67) Neale P. A.; Altenburger R.; Aït-Aïssa S.; Brion F.; Busch W.; de Aragão Umbuzeiro G.; Denison M.S.; Du Pasquier D.; Hilscherová K.; Hollert H. Morales D.A.; Novák J.; Schlichting R.; Seiler T.; Serra H.; Shao Y.; Tindall A. J.; Tollefsen K. E.; Williams T. D.; Escher B. I. Development of a bioanalytical test battery for water quality monitoring: Fingerprinting identified micropollutants and their contribution to effects in surface water. Water Res. 2017, 123, 734-750.
588 589 590
(68) Yang M.; Zhang, X. Comparative developmental toxicity of new aromatic halogenated dbps in a chlorinated saline sewage effluent to the marine polychaete Platynereis dumerilii. Environ. Sci. Technol. 2013, 47(19), 10868-10876.
591 592
(69) Toxicity ForeCaster (ToxCast™) Data. U.S. Environmental Protection Agency. https://www.epa.gov/chemical-research/toxicity-forecaster-toxcasttm-data (retrieved Oct 18, 2015)
593 594
(70) A National Toxicology Program for the 21st Century Roadmap to Achieve the NTP Vision. U.S. Department of Health and Human Services. https://ntp.niehs.nih.gov/results/tox21/index.html
595 596
(71) Doudna, J. A.; Charpentier, E. The new frontier of genome engineering with CRISPR-Cas 9. Science 2014, 346(6213), 1258096 (1-9).
597 598 599
(72) Cong, L.; Ran, F. A.; Cox, D.; Barretto, R.; Habib, N.; Hsu, P. D.; Wu, X.; Jiang, W.; Marraffini, L. A.; Zhang, F. Multiplex genome egineering using CRISPR-Cas 9 systems. Science 2013, 339(6162), 819823.
600 601 602 603
(73) Narotsky M. G.; Klinefelter G. R.; Goldman J. M.; De Angelo A. B.; Best D. S.;McDonald A.; Strader L. F.; Murr A. S.; Suarez J. D.; George M. H.; E. Hunter III S.; Simmons J. E. Reproductive toxicity of a mixture of regulated drinking-water disinfection by-products in a multigenerational rat bioassay. Environmental Health Perspect. 2015,123(6), 564-570.
604 605 606 607 608
(74) Pressman, J. G.; Richardson S. D.; Speth T. F.; Miltner R. J.; Narotsky M. G.; Hunter III E. S.; Rice G. E.; Teuschler L. E.; McDonald A.; Parvez S.; Krasner S. K.; Weinberg H. S.; McKague A. B.; Parrett C. J.; Bodin N.; Chinn R.; Lee C.-F. T.; Simmons J. E. Concentration, chlorination, and chemical analysis of drinking water disinfection byproduct mixtures health effects research: U.S. EPA’s Four Lab Study. 2010. Environ. Sci. Technol., 2010, 44 (19): 7184-7192.
609 610 611
(75) Simmons, J. E.; Richardson S. D.; Speth T.F.; Miltner R. J.; Rice G.; Schenck K. M.; Hunter, III E. S.; Teuschler L. K. Research issues underlying the four-lab study: integrated disinfection byproducts mixtures research. J. Toxicol. Environ. Health, Pt. A, 2008, 71,1125-1132.
612 613 614
(76) Zhao, Y.-Y.; Boyd, J.; Hrudey, S. E.; Li, X.-F. Characterization of new nitrosamines in drinking water using liquid chromatography tandem mass spectrometry. Environ. Sci. & Technol. 2006, 40(24), 7636-7641.
18 ACS Paragon Plus Environment
Page 19 of 22
Environmental Science & Technology
615 616 617
(77) Kenyon, E.M.; Eklund, C.; Leavens, T.; Pegram, R.A. Development and application of a human PBPK model for bromodichloromethane to investigate the impacts of multi-route exposure. J Appl Toxicol. 2016, 36, 1095-111.
618 619 620
(78) Leavens, T. L.; Blount, B. C.; DeMarini, D. M.; Madden, M. C.; Valentine, J. L.; Case, M. W.; Silva, L. K.; Warren, S. H.; Hanley, N. M.; Pegram, R. A. Disposition of bromodichloromethane in humans following oral and dermal exposure. Toxicol. Sci. 2007, 99, 432−445.
621 622 623 624
(79) Font-Ribera, L.; Kogevinas, M.; Schmalz, C.; Zwiener, C.; Marco, E.; Grimalt, J. O.; Liu, J.; Zhang, X.; Mitch, W.; Critelli, R.; Naccarati, A.; Heederik, D.; Spithoven, J.; Arjona, L.; de Bont, J.; GraciaLavedan, E.; Villanueva, C. M. Environmental and personal determinants of the uptake of disinfection by-products during swimming. Environ. Res., 2016, 149, 206-215.
625 626 627
(80) Bader, E.L.; Hrudey, S.E.; Froese, K.L. Urinary excretion half-life of trichloroacetic acid as a biomarker of exposure to chlorinated drinking water disinfection by-products. Occup. Environ. Med. 2004, 61, 715–716.
628 629
(81) Kimura, S.Y.; Zheng, W.; Hipp, T.N.; Allen, J.M.; Richardson, S.D. Total organic halogen (TOX) in human urine: A halogen-specific method for human exposure studies. J. Environ. Sci. 2017, 58, 285-295.
630 631 632
(82) Ross, K.M.; Pegram, R.A. In vitro biotransformation and genotoxicity of the drinking water disinfection byproduct bromodichloromethane: DNA binding mediated by glutathione transferase theta 11. Toxicol Appl Pharmacol. 2004, 195, 166-81.
633 634
(83) Rhoads, W. J.; Pruden, A.; Edwards, M. K. Interactive effects of corrosion, copper and chloramines on Legionella and Mycobacteria in hot water plumbing. Environ. Sci. Technol. 2017, 51(12), 7065-7075.
635 636 637
(84) Wigginton, K. R.; Pecson, B. M.; Sigstam, T.; Bosshard, F.; Kohn, T. Virus inactivation mechanisms: impact of disinfectants on virus function and structural integrity. Environ. Sci. Technol. 2012, 46 (21), 12069−12078.
638 639
(85) Smeets, P.W.M.H.; Medema, G.J.; van Dijk, J.C. The Dutch secret: safe drinking water without chlorine in the Netherlands. Drink. Water Eng. Sci. Discuss. 2008, 1, 173-212.
640 641
19 ACS Paragon Plus Environment
Environmental Science & Technology
Page 20 of 22
642 643 644 645 646 647 648 649
Figure 1: Conventional mass basis vs. emerging toxicity-weighted basis for evaluating the DBPassociated safety of a disinfected water. In the convention view, Water 1 is considered less safe than Water 2, because the THM4 concentration exceeds the MCL, and because it features higher cumulative DBP concentrations on a mass basis. LC50, the concentration of a DBP that kills 50% of the exposed cells or animals, is a metric used commonly to assess toxicity potency. . On a toxicity-weighted basis, Water 1 is considered safer, because it features lower concentrations of the toxicity drivers.
650 651
20 ACS Paragon Plus Environment
Page 21 of 22
Environmental Science & Technology
652 653 654 655 656 657 658
Figure 2: Evolving understanding of the constitution of total organic halogen (TOX). Previously, the TOX concentration was considered to increase with disinfectant contact time in the distribution system, but the percentage contribution of DBP classes, including THM4, to the total was considered static. The emerging dynamic vision considers an evolution of DBP speciation from high molecular weight DBPs through polar DBPs to low molecular weight, (semi-)volatile DBPs as end products.
659
21 ACS Paragon Plus Environment
Environmental Science & Technology
Page 22 of 22
660 661
TOC Art
662 663 664 665 666 667 668
22 ACS Paragon Plus Environment