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Dynamics of bisphenol A (BPA) and bisphenol S (BPS) in the European paper cycle: Need for concern?

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Bisphenol A (BPA) is an industrial chemical used as an additive in conventional point-of-sale thermal paper receipts. Due to BPA being an endocrine disruptor and a substance of very high concern, the European Union (EU) has proposed to ban its use in thermal paper from 2020. Potential similarities in toxicological profiles have raised concerns that the use of bisphenol S (BPS) as a substitute for BPA may result in yet another situation of a problematic chemical being distributed in consumer products. This study provides a comprehensive evaluation of the current knowledge of BPA and BPS use in thermal paper and, based on dynamic material and substance flow modeling, quantifies potential effects of the BPA ban on future BPA and BPS flows within the European paper cycle. Based on available data and the modeling of BPA and BPS flows, approximately 200 tonnes of BPS are estimated to be present in the current European paper cycle. The modeling further demonstrated that by substituting 50% of BPA, BPS amounts in the European paper cycle would increase more than fivefold over a modeling period of 60 years. In the same time, more than 90 tonnes of BPA would still be circulated in European paper products. BPA alternatives other than BPS should receive additional attention, as very limited quantitative data currently exist. The results of this study quantitatively demonstrate that chemical bans alone are not sufficient to ensure clean material cycles, and so the effective regulation of potential substitutes needs to be implemented in parallel.
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Manuscript accepted for publication in Resources, Conservation & Recycling journal.
DYNAMICS OF BISPHENOL A (BPA) AND
BISPHENOL S (BPS) IN THE EUROPEAN PAPER
CYCLE: NEED FOR CONCERN?
Kostyantyn Pivnenkoa*; David Lanerb; Thomas F. Astrupa
a Department of Environmental Engineering, Technical University of Denmark, DK-2800 Kgs.
Lyngby, Denmark
b Institute for Water Quality, Resources and Waste Management, TU Wien, Karlsplatz 13, 1040
Wien, Austria
“NOTE: this is the author’s version of a work that was accepted for publication in Resources,
Conservation & Recycling journal. Changes resulting from the publishing process, such as peer
review, editing, corrections, structural formatting, and other quality control mechanisms may not be
reflected in this document. Minor changes may have been made to this manuscript since it was
accepted for publication. A definitive version is published in Resources, Conservation & Recycling
journal (133C (2018) pp. 278-287).
2
Abstract
Bisphenol A (BPA) is an industrial chemical used as an additive in conventional point-of-sale thermal
paper receipts. Due to BPA being an endocrine disruptor and a substance of very high concern, the
European Union (EU) has proposed to ban its use in thermal paper from 2020. Potential similarities
in toxicological profiles have raised concerns that the use of bisphenol S (BPS) as a substitute for
BPA may result in yet another situation of a problematic chemical being distributed in consumer
products. This study provides a comprehensive evaluation of the current knowledge of BPA and BPS
use in thermal paper and, based on dynamic material and substance flow modeling, quantifies
potential effects of the BPA ban on future BPA and BPS flows within the European paper cycle.
Based on available data and the modeling of BPA and BPS flows, approximately 200 tonnes of BPS
are estimated to be present in the current European paper cycle. The modeling further demonstrated
that by substituting 50% of BPA, BPS amounts in the European paper cycle would increase more
than fivefold over a modeling period of 60 years. In the same time, more than 90 tonnes of BPA
would still be circulated in European paper products. BPA alternatives other than BPS should receive
additional attention, as very limited quantitative data currently exist. The results of this study
quantitatively demonstrate that chemical bans alone are not sufficient to ensure clean material cycles,
and so the effective regulation of potential substitutes needs to be implemented in parallel.
3
1 Introduction
Bisphenol A (BPA) is an industrial chemical with global annual production surpassing 6,000,000
tonnes in 2012 and anticipated growth in production of approximately 30% by 2020. BPA is used in
a variety of applications, resulting in its use by a number of industries and its presence in material
exchange between numerous sectors of economy (Jiang et al., 2017). BPA is primarily used as
monomer in polymer production (i.e. polycarbonate or epoxy resins), used in manufacturing of plastic
products (e.g. water bottles, food containers, polycarbonate “glass”) or applied as coating (e.g.
protective layer in tin cans). In addition, BPA is applied in form of an additive (developer) in thermal
paper production, where it is used in its “free” (non-reacted) form. Developers in thermal paper are
used in paper coating and react with heat sources by changing color and resulting in image
development without the use of inks as in conventional printing (US EPA, 2014). Thermal paper is
used primarily in conventional receipts in the retail sector (e.g. shop or supermarket receipts, ATM
slips), potentially leading to human (consumer and professional) exposure to BPA through handling
(Geens et al., 2011; Hehn, 2016; von Goetz et al., 2017). The majority of BPA present in paper
material and products comes from its use in thermal paper, while BPA can potentially be used in ink
and glue formulations (in form of e.g. bisphenol A diglycidyl ether (BADGE)) also applied on paper
(Pivnenko et al., 2016a). Once BPA-containing paper is recycled, some BPA will be removed
(primarily as paper sludge) during paper re-processing, while a fraction thereof may remain in the
recycled materials and contaminate new paper products (Liao and Kannan, 2011a; Pivnenko et al.,
2016a; Pivnenko et al., 2015b). Widespread use of BPA in conventional consumer products with high
degree of potential exposure, and its endocrine-disrupting (hormonal) effects on living organisms,
have led to gradual restrictions on BPA use and imports of selected BPA-containing products in parts
of Europe, Asia, and the US (EU, 2011; NITE, 2003; State of Connecticut, 2013). Moreover, in June
2017, the Member State Committee of the European Chemicals Agency (ECHA) recognised BPA as
an endocrine disruptor and a substance of very high concern (SVHC) (ECHA, 2017), leading to
anticipated further restrictions on its use.
European paper production is a well-established example of an effective material recycling system in
which about half of raw material needs originate from recycled fibers (CEPI, 2013). To ensure clean
material flows and safe recycling, problematic chemical substances in the recycled materials should
be limited (Pivnenko and Astrup, 2016). Recent literature has demonstrated that the selective
recycling of “clean” material fractions, or the improved removal of substances during reprocessing,
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may not be sufficient to ensure BPA-free paper products without compromising quantitative recycling
rates (Pivnenko et al., 2016a). Substance phase-out was therefore considered necessary.
In December 2016, the EU decided to set a maximum concentration limit of 200 μg of BPA per gram
of thermal paper by 2020, effectively phasing out BPA use in thermal paper (EC, 2016a). While no
substitution strategies have been proposed, existing and potential alternatives to BPA have been
suggested (e.g. Pivnenko et al., 2015b; US EPA, 2014). There is a number of BPA alternatives that
are already in use or can potentially substitute BPA in thermal paper, including phenol-based (e.g.
bisphenol S (BPS), bisphenol E (BPE), bisphenol F (BPF)) and phenol-free (e.g. Pergafast® and urea
urethane) chemical compounds. Several of the proposed BPA substitutes are chemical analogues to
BPA with similar molecular structures (Usman and Ahmad, 2016). Recent research has reported that
some BPA substitutes have equal or even greater toxicological effects, with endocrine disrupting
mechanism of action similar to that of BPA (Chen et al., 2016; Eladak et al., 2015; Kinch et al., 2015;
Usman and Ahmad, 2016). BPS is a prominent example of a BPA substitute (Pivnenko et al., 2015b;
US EPA, 2014). It is a structural analog to BPA with similar in vitro metabolism, potencies, and
mechanisms of action (Rochester and Bolden, 2015). In addition, it has reported adverse effects in
humans and rodents (Eladak et al., 2015), aligned with a number of health hazards (Rochester and
Bolden, 2015). Among other applications, BPS is registered in the EU for use in formulations for
“industrial manufacture of paper (EC, 2006), but current amounts in the European paper cycle are
virtually unknown. Although concerns about the current and potential future substitution of BPA by
BPS have been expressed (EC, 2016b), quantitative data on presence, partitioning and persistence of
BPA and BPS in the paper material cycle is extremely limited (Pivnenko et al., 2016a; US EPA,
2014). Without clearly defined substitution strategy for BPA, increased use of potentially harmful
alternatives can be expected. The question is, to what extent will the European ban ensure BPA-free
paper flows, and how might levels of BPS develop over time? In view of limited data availability and
restricted timeframe for BPA ban in the EU to enter into force, comprehensive literature overview
and systematic modeling can offer useful insights for decision-making.
The aim of this study is to provide an evaluation of the available literature on presence of BPA and
BPS in thermal paper and to investigate the effects of phasing-out BPA and phasing-in BPS, as its
partial replacement, within the European paper cycle. The intention is to quantify and demonstrate
systematically the consequences of recent BPA-related European legislation and the potentials for
achieving a clean material cycle. The specific objectives are to: i) Provide a comprehensive overview
and evaluation of available data on the presence of BPA and BPS in thermal paper; ii) Establish a
5
dynamic model for BPA and BPS based on a state-of-the-art material flow model of the European
paper cycle (Pivnenko et al., 2016a); and iii) Based on proposed European legislation, define
scenarios for phasing-out BPA and determining potential consequences for BPA and BPS flows in
the European paper cycle. The work illustrates the principles for estimating temporal changes
associated with chemical substitution within material recycling loopsprinciples that could be
applied to other cases where the presence of chemicals (e.g. conventional use, restrictions on use or
introduction of new chemicals) in materials is of potential concern.
2 Materials and Methods
2.1 Literature overview and evaluation
The existing literature concerning BPA and BPS in thermal paper receipts was reviewed from a global
perspective. Scientific publications, public reports, patents, and ongoing projects were identified and
evaluated. In total 29 experimental studies were identified, covering the period between 2009 and
2017. In case actual year of thermal paper sampling was not mentioned in a study, the publication
year was used. The presence of either BPA or BPS in thermal paper may result from direct application
of additives (e.g. developer in paper coating) or as contamination (e.g. through formulation
impurities, paper recycling (up to 0.5 mg/g) or direct contact with bisphenol-rich thermal paper (up
to 0.1 mg/g)) (Konkel, 2013; Liao and Kannan, 2011b; Pivnenko et al., 2015a, 2015b). However, an
unbiased threshold for distinguishing between amounts of BPA or BPS added directly or via
contamination has not been identified. Hence, all reported concentrations above the respective limits
of detection (LODs) were accounted for in this work. Values below respective LODs were excluded
from statistical analyses for simplicity and transparency, as common substitution methods may have
limited applicability at high degrees of censoring (Antweiler, 2015, 2008).
2.2 Material and substance flow modeling
Flows of BPA and BPS in the European paper cycle were modeled, following the state-of-the-art
model with a step-wise modeling approach (Pivnenko et al., 2016a). In brief, the stepwise model was
based on a combination of static and dynamic material and substance flow analysis. Static paper flow
analysis was carried out in a previous study (Pivnenko et al., 2016a) to quantify paper flows in Europe
in 2012. Although there is some decrease in the European paper consumption between 2007 and 2009,
consumption remained rather steady in the period 2012-2016 (CEPI, 2016). Hence, the earlier study
concerning year 2012 can be considered representative of the current flows of paper in the European
paper cycle. On the other hand, static substance flow analysis was expanded with new and detailed
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data concerning BPA and BPS amounts in end-of-life (EOL) paper fractions and thermal paper
(Tables 1-4). In addition, the present work is aiming to reflect on the terms of recent European
legislation proposing a ban of BPA use in thermal paper and focus explicitly on the modeling of BPA
phase-out and BPS phase-in within the European paper cycle. The substance flow model is primarily
based on chemical concentrations in the EOL paper and paper products as model input and output
parameters, respectively. Figure A1 (Appendix A) provides detailed overview of the inputs and
outputs from each of the modeling steps. Definitions, key assumptions (further addressed in Section
2.5) and data sources for EOL paper fractions are outlined in Table 1 and final concentrations of BPA
and BPS in discarded paper are presented in Table 2.
2.3 Scenario analysis
In paper products, BPA is primarily used as a developer in thermal paper production, but also as a
plasticizer and plasticizer precursor for ink and glue formulations for paper conversion (Pivnenko et
al., 2016a). A probable reduction in BPA use could lead to increased use of BPS and other
alternatives, either in thermal paper only or in other paper products as well. Since BPS is potentially
used as a partial substitute of BPA, the evaluation of BPS flows requires better understanding of BPA
flows in the context of the newly proposed European legislation (i.e. scope, timeframe and maximum
concentrations). In addition, reduction of a chemical’s use is assumed to gradually take place within
a phase-out period, i.e. period between a ban is proposed and the ban is fully implemented. To
quantitatively reflect on these differences and potential developments, four alternative scenarios were
assessed in the present work. While Scenario 1 and 2 addressed future dynamics of BPA flows,
Scenario 3 and 4 addressed flows of BPS in reflection on the first two scenarios. The four scenarios
were defined as follows:
i) In Scenario 1, BPA concentrations in thermal paper were assumed to reduce linearly
within three years (between 2017 and 2020) down to 200 μg/g as defined by EC2016/2235
(EC, 2016a);
ii) In Scenario 2, in addition to BPA reduction in thermal paper (as defined in Scenario 1),
other uses of BPA in paper production and conversion (ink constitute, glue formulation,
etc.) were assumed to be phased out within three years, following BPA classification as
SVHC (ECHA, 2017);
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iii) In Scenario 3, amounts of BPA reduced through implementation of Scenario 1 were
assumed to be substituted by 50% (w/w) of BPS, reflecting results of a recent study on
use of BPA and its alternatives in Europe (Björnsdotter et al., 2017);
iv) In Scenario 4, in addition to BPS used for BPA substitution in thermal paper production
(as defined in Scenario 3), BPS was further assumed to substitute 50% (w/w) of BPA used
in other potential applications within the paper industry (e.g. in adhesive formulations).
BPS shares many similarities with BPA, e.g. a monomer used widely in epoxy resins,
cyclic carbonates, dyestuff, flame-retardants, and fiber improvers (Molina-Molina et al.,
2013).
A business-as-usual scenario, where amounts of BPA and BPS reflect the modeling year 2012
and remain unchanged (i.e. steady state), was used as a reference for comparison.
8
Table 1. Paper product categories used in the present study with examples of paper products reported in the respective literature sources. Final concentrations for
BPA and BPS in the seven EOL paper categories are provided in Table 2.
#
Present study
Pivnenko et al., 2016b; Pivnenko et al.,
2015b
Gehring et al., 2004
Fan et al., 2015
1
Carton board
- Folding boxes shipping
- Folding boxes - sales (Food packaging)
- Folding boxes - sales (Non-food
packaging)
2
Case materials
- Corrugated boxes shipping
- Corrugated boxes - sales (Food
packaging)
- Corrugated boxes - sales (Non-food
packaging)
- Corrugated board
3
Household &
sanitary
- Tissue paper
- Toilet paper
4
Newsprint
- Newspapers
- Newspapers
- Newspaper
5
Other graphic
paper
- Advertisements (non-glued)
- Advertisements (glued)
- Newsprint advertisements (non-glued)
- Newsprint advertisements (glued)
- Magazines/Journals/TV guides (non-
glued)
- Magazines/Journals/TV guides (glued)
- Office/administrative paper
- Advertising supplements
- Free advertising papers
- Magazines
- Catalogues
- Advertising paper
- Magazine paper
- Art paper
6
Other paper
- Envelopes
- Receipts
- Self Adhesives
- Books/booklets
- Phonebooks
- Other paper
- Paper plates/Cups
- Composites
- Labels/Cards
- Other cardboard
- Chromo board
- Book paper
- Auto copy paper
7
Wrappings &
packaging
- Wrapping paper
- Kraft paper (brown/bleached)
- Egg trays & alike
- Tubes
- Aseptic cartons
- Packing paper
- Food wrapping paper
9
Table 2. Chemical concentrations in paper products contained in discarded paper (mg/kg for BPA and μg/kg for BPS, dry
matter), as well as the respective sources used in the calculations of the final concentrations.
Paper product category
BPA (mg/kg)1
BPS (μg/kg)2,a
SS
R
SS
R
Carton board (CB)
14
11
300
240
Case materials (CM)
14
23
850
3100
Household & sanitary (H&S)
15
19
100
100
Newsprint (NP)
3
5
100
100
Other graphic paper (OG)
8
45
100
300
Other paper (OP)
42b
370b
6000b
58,000b
Wrappings & packaging (WP)
34
28
100
100
1 Fan et al., 2015; Gehring et al., 2004; Liao and Kannan, 2011a; Pivnenko et al., 2016b; Pivnenko et al., 2015b; 2 Liao
et al., 2012; Pivnenko et al., 2015b; a low concentrations were rounded up to 100 μg/kg or 0.1 mg/kg; b apart from the
literature sources mentioned, these values take into account the median concentrations of BPA (11.5 mg/g) and BPS (6.2
mg/g) based on data for Europe in Table 3 and 4; SS Source-segregated waste paper; R Residual waste paper.
2.4 Data sources
While data on European paper flows were based primarily on industry statistics for the year 2012 (see
Pivnenko et al., 2016a for details), concentrations of BPA and BPS in non-thermal paper products
were derived from the literature (Fan et al., 2015; Gehring et al., 2004; Liao et al., 2012; Liao and
Kannan, 2011a; Pivnenko et al., 2016b; Pivnenko et al., 2015b). Table 1 provides the seven paper
and board product categories defined and used in the present study, as well the examples of paper
products sampled and reported in the literature. Model input concentrations of BPA and BPS in
thermal paper derived from an evaluation of the available experimental literature (see Section 3.1 for
details). Quantitative data sources reported in Tables 1, 3 and 4 were used in calculations of the final
concentrations of BPA and BPS in each of the seven EOL paper product categories and provided in
Table 2. The process transfer coefficients for BPA were obtained from Pivnenko et al. (2016a) while
transfer coefficients for BPS were calculated and are provided in Appendix B (Table B1-B6). EOL
paper for recycling was classified into four paper grades: grade A (mixed grades), grade B (corrugated
and Kraft), grade C (newspapers and magazines), and grade D (high grades), following the
classification commonly used to report the European EOL paper statistics (CEPI, 2016). Since there
is no information available on the removal efficiency of BPS in re-processing paper for recycling,
40% was assumed for paper grades A, B, and D, corresponding to approximately four times higher
water solubility of BPS in comparison to BPA (Pivnenko et al., 2015b). This is a simplification, as
the specific physical and chemical conditions of paper recycling processes will influence the final
partitioning of BPS between water and paper fibers, and hence affect removal efficiency. Due to the
affinity of BPS to both water and paper fibers, accurate prediction of BPS partitioning in paper
10
recycling processes has been characterized previously as challenging (Pivnenko et al., 2015b). For
paper grade C, removal efficiency was assumed to be identical to BPA (i.e. 95%) ( Pivnenko et al.,
2016a).
2.5 Model limitations
While loss of paper fiber due to deterioration, as well as the removal of BPA and BPS in paper re-
processing were included in the model, other losses of chemicals in the paper cycle (e.g. migration,
evaporation) were not explicitly included, due to a lack of consistent data. However, such losses are
expected to be insignificant in comparison to the flows remaining in the paper cycle. In addition,
some literature sources suggested that BPS can be more effective than BPA as a developer in thermal
paper (Miljøstyrelsen, 2011), while other sources posit the opposite applies (Konkel, 2013). Patents
related to manufacturing thermal paper list developers (including BPA and BPS) and specify that they
can be used interchangeably, in the same amounts (Ikeda et al., 1996). Hence, the functional
substitution coefficient of BPA by BPS (i.e. amounts of BPS used to replace given amounts of BPA
in specific applications) was assumed to be 1 in this work. Market substitution of BPA by BPS was
assumed to reflect the current extent of BPS use suggested by Björnsdotter et al. (2017) and based on
thermal paper samples from the Netherlands, Spain, Sweden and Norway. Predicting market
infiltration of BPS as BPA substitute can be challenging and was beyond the scope of the present
study, while sensitivity of the model to market substitution and other prominent parameters was
evaluated. Model sensitivity was assessed using a one-at-a-time approach for selected input
parameters: functional and market substitution coefficients, BPS removal efficiency in paper re-
processing, and BPS concentrations in each of the seven discarded paper product categories. Model
sensitivity was assessed on basis of sensitivity ratio as calculated by Equation 1 (Clavreul et al., 2012),
below:





(Eq. 1)
Where, Parameter1 is the default input parameter value used in the model (e.g. substitution
coefficients); Parameter2 is the default parameter value adjusted by ±25%; Result1 is the model
result when default parameter value is used as model input; and Result2 is the model result when
default parameter value either decreased (-25%) or increased (+25%) is used as model input.
Scenario 3, as defined in the Section 2.3, was used as default. Hence, the adjustments in the input
parameter values, as described above for model sensitivity assessment, were also applied in the
11
context of Scenario 3. Total BPS amounts in paper products within the European paper cycle in
the end of the modeling period were the model result of interest for the sensitivity analysis. For
example, if a parameter has a sensitivity ratio of 2, increase of its input value by 25% would result
in 50% increase of the model result.
3 Results and Discussion
3.1 Evaluation of the literature data
Figure 1 provides an overview of quantitative data on the presence of BPA and BPS in thermal paper.
Detailed data for each of the reviewed studies are presented in Table 3 and 4. Most of the studies
concern thermal paper receipts in Europe or America (predominantly USA), while some also address
receipts in Asia (China, Japan, South Korea, and Vietnam). The data suggest that BPA and BPS
concentrations are higher in America than in Europe. The median concentrations of BPA (BPS) were
found as 15.5 mg/g (11.5 mg/g) in America and 11.0 mg/g (6.2 mg/g) in Europe. In specific cases,
concentrations as high as 43 mg/g (LA, USA) and 30 mg/g (MO, USA) were identified for BPA and
BPS, respectively. While median BPA concentrations for samples derived from Asia are comparable
to those from Europe, BPS concentrations data for the region is limited. Liao et al. (2012) reported
BPS concentrations in 20 samples from Japan (n=6), South Korea (n=11), and Vietnam (n=3).
Considerable BPS concentrations in samples from Japan, were consistent with negligible
concentrations of BPA and suggested use of BPS as BPA substitute following the ban on paper
applications of BPA in Japan in 2001 (Liao et al., 2012; Liao and Kannan, 2011a).
Across all data, the overall median concentrations were 11.7 and 6.8 mg/g for BPA and BPS,
respectively. In addition, the available data suggest that 93% of thermal paper receipts contained BPA
above respective detection limits, while 54% contained BPS (Table 3 and 4). These values correspond
with earlier studies suggesting that 70-80% of thermal paper in the EU contains BPA as the main
developer (Miljøstyrelsen, 2011). Most of the samples contained one chemical (e.g. BPA or BPS) in
relatively high concentrations, and the other one was detected at very low concentrations or not
detected at all. Although the use of mixtures is technically feasible (Ikeda et al., 1996), the presence
of more than one developer in relatively high concentrations in a single sample was not common and
has only been documented for a few samples in two studies (Björnsdotter et al., 2017; Thayer et al.,
2015).
12
Figure 1. Overview of literature data providing concentrations of bisphenol A (BPA) and bisphenol S (BPS) in thermal paper receipts (mg/g). Boxplots contain 50% of
values and median values; whiskers range from min to max (or 5th to 95th percentile and outliers for larger datasets). Details of the presented data and literature sources
are provided in Table 2 and 3.
13
Table 3. Overview of literature data on presence of bisphenol A (BPA) in thermal paper receipts on the global market. *Limit of detection (LOD).
#
Acronym
Origin
Sample
collection
year
Number of
samples
analysed
LOD
[mg/g]
5th
percentile
[mg/kg]
Median
[mg/kg]
95th
percentile
[mg/kg]
Min
[mg/kg]
Max
[mg/kg]
Detection
ratio
Reference
America
1
BR
Brazil
2014
190
3E-04
1.9
16.6
24.9
3E-04*
43.0
92%
(Rocha et al., 2015)
2
LA, USA
Louisiana, USA
2010-2012
170
-
8.3
13.2
27.7
4.5
42.6
99%
(Babu et al., 2015)
3
MA, USA
Massachusetts, USA
2011
10
0.9
4.9
13.7
16.9
3.0
17.0
80%
(Mendum et al., 2011)
4
MN, USA
Minnesota, USA
2013
19
0.2
12.2
15.0
22.0
11.0
24.0
47%
(MPCA, 2014)
5
MO, USA
Missouri, USA
2014
50
-
11.8
20.3
26.2
11.5
26.3
44%
(Hormann et al., 2014)
6
NC, USA
North Carolina,
USA
2011-2013
77
0.2
5.1
19.2
25.4
0.7
36.0
45%
(Thayer et al., 2015)
7
NY, USA
New York, USA
2010
73
3E-07
7E-03
0.3
8.5
5E-03
9.4
100%
(Liao and Kannan,
2011a)
8
USA1
Several states, USA
2010
22
5E-02
10.5
16.0
20.5
8.9
22.0
50%
(Schreder, 2010)
9
USA2
Several states, USA
2010
36
2E-02
6.4
18.0
27.2
0.2
28.0
47%
(Lunder et al., 2010)
10
USA3
Several states, USA
2010
10
3E-07
1E-02
3.3
12.3
1E-02
13.9
100%
(Liao and Kannan,
2011a)
Asia
11
FJ, CN
Fujian, China
2013
7
1E-02
2.1
10.0
18.5
0.5
20.9
100%
(Gao et al., 2013)
12
GD1, CN
Guangdong, China
2013
54
1E-04
1.3
16.6
25.0
0.2
26.8
100%
(Fan et al., 2015)
13
GD2, CN
Guangdong, China
2011
42
0.1
5.2
9.4
13.5
2.6
14.7
100%
(Lu et al., 2013)
14
HE, CN
Hebei, China
2013
1
-
-
13.1
-
13.06
13.1
100%
(Liu et al., 2013)
15
JP
Japan
2010
6
3E-07
7E-07
7E-07
7E-07
7E-07
7E-07
0%
(Liao and Kannan,
2011a)
16
SKR
South Korea
2010
11
3E-07
2E-02
5.9
9.8
2E-02
9.9
100%
(Liao and Kannan,
2011a)
17
VT
Vietnam
2010
3
3E-07
6.2
6.3
6.5
6.2
6.5
100%
(Liao and Kannan,
2011a)
Europe
18
BE
Belgium
2011
44
1E-05
2E-04
11.5
20.2
1E-05
20.9
100%
(Geens et al., 2012)
19
CH1
Switzerland
2013-2014
124
1.2
8.1
14.5
17.2
5.6
30.4
81%
(Goldinger et al., 2015)
20
CH2
Switzerland
2010
13
5E-04
9.5
13.0
17.0
8.0
17.0
85%
(Biedermann et al.,
2010)
21
DE
Germany
2014
14
7E-04
1.0
16.8
20.0
0.1
20.1
93%
(Zech, 2015)
22
DK1
Denmark
2014
13
2E-03
6E-03
5.5
17.3
3E-03
17.6
92%
(Pivnenko et al.,
2015b)
23
DK2
Denmark
2010
13
1E-04
2E-02
9.7
15.8
1E-03
17.0
69%
(Miljøstyrelsen, 2011)
24
EE
Estonia
2009-2015
60
0.2
2.4
6.6
12.7
2.2
17.0
75%
(Püssa, 2016)
14
25
ES
Spain
2017
3
5E-03
1.1
11.0
18.1
2E-02
18.9
100%
(Björnsdotter et al.,
2017)
26
FI
Finland
2013
10
1E-02
5E-02
8.3
14.4
5E-02
15.1
60%
(Rajasärkkä et al.,
2014)
27
FR1
France
2013-2014
10
0.3
9.4
16.0
17.9
9.3
18.1
90%
(Ndaw et al., 2016)
28
FR2
France
2011
50
0.1
8.6
13.4
17.9
8.0
19.3
72%
(ANSES, 2013)
29
IT
Italy
2015-2016
50
1E-06
5E-04
8E-03
5.3
3E-04
15.3
56%
(Russo et al., 2017)
30
NL
Netherlands
2017
6
5E-03
1E-02
3.8
14.1
1E-02
15.7
100%
(Björnsdotter et al.,
2017)
31
NO
Norway
2017
1
5E-03
-
9.9
-
9.9
9.9
100%
(Björnsdotter et al.,
2017)
32
PL
Poland
2017
4
-
4.3
9.8
12.4
3.4
12.8
100%
(Lawrywianiec et al.,
2017)
33
SE
Sweden
2010
16
-
5.6
16.0
25.3
5.0
32.0
100%
(Östberg and
Noaksson, 2010)
34
TR
Turkey
2016
12
1E-02
0.3
11.9
20.8
0.1
21.7
100%
(Yalcin et al., 2016)
Total
1224
11.7
93%
15
Table 4. Overview of literature data on presence of bisphenol S (BPS) in thermal paper receipts on the global market.
#
Acronym
Origin
Sample
collection
year
Number of
samples
analysed
LOD
[mg/g]
5th
percentile
[mg/kg]
Median
[mg/kg]
95th
percentile
[mg/kg]
Min
[mg/kg]
Max
[mg/kg]
Detection
ratio
Reference
America
1
BR
Brazil
2014
190
3E-05
-
11.9
-
11.0
22.0
6%
(Rocha et al.,
2015)
2
MN, USA
Minnesota, USA
2013
19
0.1
9.1
11.0
15.6
8.5
18.0
47%
(MPCA,
2014)
3
MO, USA
Missouri, USA
2014
50
-
19.4
23.2
28.7
15.2
30.1
52%
(Hormann et
al., 2014)
4
NC, USA
North Carolina, USA
2011-2013
77
2E-02
3E-02
14.0
18.3
3E-02
26.2
52%
(Thayer et
al., 2015)
5
NY, USA
New York, USA
2010
81
3E-08
3E-04
7.4
13.4
1E-05
22.0
100%
(Liao et al.,
2012)
6
USA3
Several states, USA
2010
10
3E-08
1E-02
0.4
7.1
1E-03
12.0
100%
(Liao et al.,
2012)
Asia
7
JP
Japan
2010
6
3E-08
2E-02
5.5
6.1
5E-04
6.1
100%
(Liao et al.,
2012)
8
SKR
South Korea
2010
11
3E-08
1E-04
8E-04
9E-03
9E-05
1E-02
100%
(Liao et al.,
2012)
9
VT
Vietnam
2010
3
3E-08
1E-04
3E-04
5E-04
1E-04
6E-04
100%
(Liao et al.,
2012)
Europe
10
CH1
Switzerland
2013-2014
124
2
8.5
10.0
12.2
8.3
12.6
3%
(Goldinger
et al., 2015)
11
DK1
Denmark
2014
13
7E-03
8E-03
6.2
8.1
8E-03
8.1
62%
(Pivnenko et
al., 2015b)
12
EE
Estonia
2009-2015
60
1E-03
2E-04
3E-03
6.0
1E-04
6.0
85%
(Püssa,
2016)
13
FI
Finland
2013
10
1E-04
2E-03
1E-02
0.2
9E-04
0.2
40%
(Rajasärkkä
et al., 2014)
14
FR2
France
2011
50
1E-03
5.2
8.1
9.6
5.1
10.1
24%
(Anses,
2013)
15
IT
Italy
2015-2016
50
4E-05
2E-02
3E-02
1.6
1E-02
3.6
56%
(Russo et al.,
2017)
16
NL
Netherlands
2017
6
5E-02
13.2
13.3
13.4
13.1
13.4
33%
(Björnsdotter
et al., 2017)
Total
760
6.8
54%
16
Systematic repeated measurements from specific producers of thermal paper or geographical areas
were not available and rather than constructing complete time series, correlation of BPA and BPS
amounts and year of sampling was explored. Temporal variations of the data (Figure C1) show a
clearly declining trend in BPA median concentrations from the analysed studies. Liao et al. (2012)
also showed a significant negative correlation between BPA and BPS in thermal paper analysed in
their study, thereby indicating relatively high BPA concentrations in samples with low BPS
concentrations, and vice versa. As Figure C1 suggests older studies (2010-2013) show an increase in
median BPS concentrations, however, latest studies from Europe (2015-2017) (Björnsdotter et al.,
2017; Russo et al., 2017) suggest rather limited use of BPS. Even though correlation of BPS amounts
and sampling years showed larger uncertainties (expressed as 95% confidence interval, see Figure C1
for details) compared to BPA, decreasing BPS amounts with time may illustrate increasing use of
BPA alternatives other than BPS. For example, 15% of the sampled receipts from Denmark (n=13)
contained neither BPA nor BPS (Pivnenko et al., 2015b), and 16% of Swiss samples (n=124)
contained Pergafast® and D-8 as color developers (Goldinger et al., 2015). In fact, Björnsdotter et al.
(2017) suggested extensive use of Pergafast 201 and D-8 in thermal paper samples from the
Netherlands, Norway, and Sweden. Results presented by the authors suggest that BPS may currently
represent approximately 50% of BPA alternatives in European thermal paper receipts. This value (i.e.
50%) was used as a market substitution coefficient in assessment of the Scenarios 3 and 4 in the
present work. Overall, data on the presence of BPA alternatives other than BPS are extremely limited,
and so drawing conclusions regarding the current or potential use of these alternatives in paper is
challenging. Impact of the BPS market substitution coefficient on modeling results was assessed in
the sensitivity analysis.
3.2 Material and substance flow modeling
Consumption of BPA for thermal paper production was estimated to be 1100 tonnes/year, which is
higher than previously estimated (Pivnenko et al., 2016a) and resulted from inclusion of additional
data sources for estimation of BPA concentrations in the discarded paper (see Figure C2 for details
of BPA flows within the European paper cycle). However, these values are lower than previously
estimated by the EU for 2006 (1890 tonnes/year) (JRC-IHCP, 2008), thus suggesting a potential
reduction of BPA use in thermal paper on the European market. This was also supported by the
literature data (see Figure C1 for details) and discussed in Section 3.1. For comparison, the estimated
BPA amounts used in paper conversion are somewhat lower (500 tonnes/year) when compared to
paper production. Among other, thermal paper receipts are part of the other paper” product category,
17
which primarily results in outstanding BPA and BPS concentrations (Table 2) and the largest flows
of BPA and BPS in the European paper cycle (Figure C2 and C3). As Figure C3 suggests,
approximately 200 tonnes/year of BPS are already used in paper in Europe, the vast majority of which
is used in thermal paper production (180 tonnes), while about 10% may be used in paper conversion
(e.g. epoxy resin formulations) (Li et al., 1999). Estimates of BPS amounts in the European paper
cycle have not been previously reported. The largest share of BPS is in the residual waste paper,
which is collected as part of the mixed waste. In Europe mixed waste is primarily landfilled or
incinerated, potentially leading to leaching and environmental release of BPS or its complete
destruction, respectively (Morin et al., 2015). However, substantial amounts of BPS are contained in
the EOL paper for recycling, which leads to presence of BPS in paper products incorporating recycled
fibers. Due to limited data regarding the presence of BPS in paper products other than thermal paper
receipts, the BPS amounts used in paper conversion are rather uncertain and should be verified in
future research.
Figure 2 shows the modeled results of the BPA phase-out and its partial substitution by BPS, as
defined in the Scenarios 1-4 (see Section 2.3 for details). The modeled BPA and BPS amounts in
paper products in reference scenarios (2012) were approximately 2200 and 200 tonnes per year,
respectively. While the amounts of BPA (and BPS) used in thermal paper production can be estimated
from experimental data for concentrations in thermal paper products from the literature (Table 3 and
4), the amounts added in paper conversion (i.e. non-thermal paper applications) are rather uncertain.
As previously mentioned, presence may result partly from the introduction of BPA and BPS in epoxy
resins, fiber improvers, dyestuff, or as impurities. In addition, some of BPA and BPS in paper
products can also result from pre-existing contamination of paper products following the recycling of
thermal paper, because chemicals (including bisphenols) are not completely removed in paper re-
processing (BMELV, 2012; Schabel, 2011). Based on the available data, the separation of these
two sources of BPA and BPS in the non-thermal paper product categories cannot be achieved. The
colored areas in Figure 2, between the two curves for BPA and BPS, respectively, thereby represent
the uncertainty of the average BPA and BPS amounts in the European paper cycle; the two curves for
either BPA (Scenario 1 and 2) or BPS (Scenario 3 and 4) illustrate the expected boundaries.
18
Figure 2. Modeled amounts (tonnes/year) of BPA and BPS in European paper products. Initial shaded area (years 0 to 3)
represents the scenario implementation period. Dotted lines represent averages between Scenarios 1 and 2 (for BPA) and
Scenarios 3 and 4 (for BPS). Colored areas between the two curves represent the range of BPA and BPS amounts in paper
products following implementation of the scenarios. The lowest BPA concentration achieved within the modeled period
was approximately 1 mg/kg. *Calendar years are indicative and used for illustration purposes only; they may not reflect
the actual situation in a given year.
After the implementation period of three years and a steep decline of BPA amounts in paper products
(also illustrating that the vast majority of BPA in the current cycle comes from added amounts rather
than BPA already accumulated), BPA phase-out is rather gradual, in particular in Scenario 2. Over a
modeling period of 65 years, BPA amounts were reduced by 64% in Scenario 1 and almost completely
eliminated (96%) in Scenario 2. Such a considerable difference between the scenario results points
out the range of uncertainty in the future BPA amounts in paper products, depending on developments
in BPA use. However, even when Scenario 2 was implemented, more than 60 years were needed to
reach the lowest BPA concentrations (below 1 mg/kg) in the paper products. These concentrations
would still correspond to approximately 90 tonnes of BPA in the European paper products. BPA
amounts were not expected to reach zero, since by definition of Scenario 2, some amounts of BPA
(200 μg/g of thermal paper) can still be added in paper production. Overall, this suggests that a “legacy
period” (i.e. measurable concentrations after a ban) for BPA could be even longer than previously
19
proposed (Pivnenko et al., 2016a). This also suggests that very long time periods may be needed to
ensure “clean” flows of material cycles such as paper despite rather short phase-out periods of
unwanted chemicals.
Assuming that BPS represents 50% of BPA alternatives (as mentioned previously), a decrease in BPA
amounts will result in increased BPS use and its gradual accumulation in the paper recycling loop,
eventually converging towards a steady-state (Figure 2). A steady-state is achieved much faster by
BPS than by BPA, primarily as the result of the higher removal efficiency of BPS in paper re-
processing compared to BPA (see Section 2.4 for details). In Scenario 3, the BPS amount will increase
fourfold from the current 200 tonnes/year (i.e. the reference scenario corresponding to 2012) to
approximately 800 tonnes/year. An even further increase (up to 1000 tonnes/year) will result in the
case of Scenario 4, in which also BPA used in non-thermal paper applications was partially
substituted by BPS. As shown in Figure 2, the steady-state amounts of BPS (approximately 1000
tonnes/year) appear to be considerably lower than the reference scenario for BPA (approximately
2200 tonnes/year). However, this does not take into account the use of BPA alternatives other than
BPS, which requires additional data and research attention.
3.3 Model sensitivity assessment
The model results (i.e. total BPS amounts in paper products) depend on a variety of input parameters
and their mathematical relationships within the model. These relationships include additions (e.g.
BPS added to the cycle), subtractions (e.g. BPS removed from the cycle) and multiplications (e.g.
transfer coefficients, substitution coefficients). In addition, recycling of paper and incomplete
removal of BPS (or BPA) contributes to non-linear effects of parameter variation on the variation of
the model results. Hence, sensitivity ratios (SRs) can be expected to be different from 1. The resulting
SRs indicate the direct relevance of changes in an input parameter value on the model result compared
to the default result. Hence, the higher the SR, the more critical the parameter value choice for the
model outcome. As illustrated by the data presented in Table 5, model sensitivity to input parameter
variations showed SRs lower than 1. This corresponds to a variation in the total BPS amounts in the
European paper products less than 25% for 25% input parameter variation for the selected parameters.
The functional and market substitution coefficients (i.e. amount of BPS used for BPA substitution)
were the most important parameters influencing the modeling results, with SRs of 0.75 in both cases.
In addition to BPS used in thermal paper production in Europe, BPS is added into the paper cycle in
paper conversion and through import of paper products for use (see Figure C3 for details). Since the
20
last two sources of BPS are not affected by a substitution coefficient, but influence BPS amounts in
paper products through recycling, the respective SRs are lower than 1. Although the removal
efficiency of a chemical in paper re-processing may significantly influence the content of the
chemical in specific paper products, the influence of BPS removal efficiency on its total content in
the European paper was rather limited (sensitivity ratio 0.1). This points out the fact that while
considerable amounts of BPS are re-introduced into the cycle through paper recycling, amounts of
BPS added in paper production and manufacturing through BPA substitution are substantially higher.
With respect to BPS concentrations in EOL paper, the larger BPS flow (a mathematical product of
concentration and paper flow magnitude) was associated to an EOL paper category the larger
influence BPS concentration variations in this category had on the total BPS amounts. Other paper
(associated to approximately 100 tonnes of BPS in EOL paper (Figure C3)) showed the highest
sensitivity ratio of 0.23 followed by case materials (associated to approximately 20 tonnes of BPS
in EOL paper (Figure C3)) with a sensitivity ratio of 0.01. Although sensitivity ratios lower than 1
sometimes are not regarded as critical (Heijungs and Kleijn, 2001), they should be interpreted with
caution. Furthermore, interaction effects (variation of the result due to simultaneous variation of
parameters) are not considered in the present sensitivity assessment (i.e. local sensitivity analysis).
Although they have been shown to be of minor importance in typical dynamic MFA models, they
may become relevant in models of (partly) closed material cycles (Džubur et al., 2016). In the present
model, however, a local sensitivity approach was chosen to identify the most crucial input parameters
out of a group of model parameters and not to explore the output variation across the full variation
range of input parameters. Such an approach (i.e. global sensitivity analysis) could be chosen in a
future study, when more reliable data becomes available to define probable parameter ranges for all
input parameters.
21
Table 5. Sensitivity analysis of prominent input parameters concerning BPS amounts in the model. Results illustrate the total amounts of BPS in paper products within
the European paper cycle in the end of the modeling period (65 years).
Parameter name
Unit
Input parameter value
Model output [t/a]
Sensitivity ratio
(SR)
Parameter 1a
Parameter 2
(-25%)
Parameter 2
(+25%)
Result 1
Result 2
(-25%)
Result 2
(+25%)
(-25%)
(+25%)
Functional substitution coefficient*
-
1
0.75
1.25
804.0
653.8
954.3
0.75
0.75
Market substitution coefficient (BPS)*
-
0.5
0.375
0.625
804.0
653.8
954.3
0.75
0.75
Removal efficiency
%
40
30
50
804.0
825.0
787.4
0.10
0.08b
Carton board
mg/kg
300/240
225/180
375/300
804.0
803.8
804.3
0.001
0.001
Case materials
mg/kg
850/3100
638/2325
1063/3875
804.0
801.2
806.9
0.01
0.01
Household & sanitary
mg/kg
100/100
75/75
125/125
804.0
803.6
804.4
0.002
0.002
Newsprint
mg/kg
100/100
75/75
125/125
804.0
803.9
804.2
0.001
0.001
Other graphic paper
mg/kg
100/300
75/225
125/375
804.0
803.6
804.5
0.002
0.002
Other paper
mg/kg
6000/58,000
4500/43500
7500/72500
804.0
757.6
850.5
0.23
0.23
Wrapping & packaging
mg/kg
100/100
75/75
125/125
804.0
803.7
804.4
0.002
0.002
a Concentrations for both source segregated and residual discarded paper are given for paper product categories; b Removal efficiency for Grade C paper for recycling varied between
0.7125 (-25%) and 1 (+25%), resulting in asymmetric results.*Functional substitution coefficient represents the mass ratio of either BPS or BPA used in a developer formulation for
thermal paper applications; Market substitution coefficient represents the mass ratio of BPS to all other BPA-alternatives used on the European market.
22
4 Conclusions
The results of the literature data evaluation suggested extensive use of BPA in thermal paper on a
global scale (identified in 93% of samples) and the use of BPS as one of the principal substitutes for
BPA in thermal paper applications (identified in 54% of samples). For both BPA and BPS, median
concentrations were higher in America when compared to Europe, while quantitative data from Asia
were rather limited. Temporal analysis suggested reduced use of BPA throughout the years, as well
as potential reduction of BPS use in the recent years. Potentially decreasing use of BPS can be
attributed to use of BPA alternatives other than BPS (e.g. Pergafast® and D-8), data on which is
scarce and additional research efforts are required. Nevertheless, data suggest substantial share of
BPS (approximately 50%) among potential BPA alternatives in European thermal paper. The
modeling results quantitatively illustrated potential long-term effects of the currently proposed EU
legislation, and unless further measures are taken, BPS accumulation and BPA contamination in paper
products can be expected for several decades to come. Overall, this work illustrates on the example
of BPA and BPS that ban on use of a chemical may not have the intended effects of ensuring clean
material cycles, unless material decontamination and chemical substitution strategies are clearly
formulated and implemented. Although this study addresses the specific case of the selected
bisphenols (BPA and BPS) in paper products, the modeling approach can be applied to assess
chemical flows (including the substitution of one chemical by another) in any product within circular
material flows. Finally, this work demonstrates that the importance of chemical compounds in
material cycles should not be neglected while our society is moving from linear production concepts
towards circular economy solutions.
Acknowledgements
The authors would like to acknowledge the financial support of the Danish Research Council through
the IRMAR project (grant no. 11-116775).
Appendices A, B and C are available online for free download.
23
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... However, this is usually not the case, although Caban and Stepnowski (2020) observed higher levels of BPS than BPA [21]. There are several possible origins of BP WW, but a likely source is from recycled paper used to make toilet paper [22]. How in the case of the Domžale-Kamnik WWTP, several possible industrial sources have identified, including wastewater from a paint and lacquer manufacturer, a pharmac cal factory and a textile cleaning company [2]. ...
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... Besides that, chemicals in printing inks could lead to kidney failure, endocrine disruption, and lung cancer (Deshwal, Panjagari, & Alam, 2019;Muncke, 2011). On the other hand, bisphenol S (BPS), a structural analog from bisphenol A (BPA) often used as a color developer on thermal receipt paper attached to the food packaging in retail food stores, is another endocrine disruptor (Pivnenko, Laner, & Astrup, 2018). Adhesives are commonly used to seal a folding carton into its shape and laminate the paper with other packaging materials. ...
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... (Matuszczak et al., 2019;van Woerden et al., 2019;Mukhopadhyat et al., 2022). Its worldwide annual production reached 3.9 million tons in 2006 with an approximately 30% increase by 2020 predicted (Huang et al., 2012;Pivnenko et al., 2018). Therefore, this compound is ubiquitous in the environment, identified in both surface water and sediment, and its concentrations are constantly increasing. ...
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Bisphenol A (BPA) is a chemical substance which is produced in great quantities globally and of which serious negative effects on endocrine system are suspected. It’s a commonly used color developer in thermal paper. BPA used for this purpose is in free, unbound form and one of the potential sources for BPA exposure of humans. In this study, 12 thermal paper receipt samples were collected from various workplaces selected randomly and analyzed. BPA was determined in all samples. Average value of high BPA concentrations obtained from 10 samples was found as 13.83 mg BPA/g paper. At the same time, low values being 0.40 mg BPA/g paper and 0.11 mg BPA/g paper respectively were found in two samples as compared to others.
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Bisphenol A (BPA), a widely used petrochemical compound, has become an emerging global environmental management challenge because its leakage is associated with potential environmental and human health impacts. Until now, available BPA statistics have been limited to the products that directly use BPA. In this study, we delineate direct and indirect flows for the 2012 Chinese economy. We find that construction, production of educational and recreational products, and automobile manufacturing are the most BPA-intensive sectors in terms of total BPA flows (300, 157, and 130 Gg total BPA flows respectively). The public management and health sectors, however, incur significant indirect BPA flows, defined as embedded and inter-sectoral BPA placed into use, even though direct BPA use by these sectors is limited. By revealing the currently-overlooked indirect BPA flows, this study reveals data gaps that are highly relevant to improving the accuracy of estimated BPA flows and losses. The method used herein is transferrable to other emerging and environmentally-relevant materials, thereby providing the holistic understanding needed for cities, regions, or nations to design effective policy interventions.
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Thermal paper contains potentially toxic additives, such as bisphenol A (BPA), as a common color developer. Because of its known endocrine disrupting effects, structural analogues to BPA, such as bisphenol S (BPS), D-8 and Pergafast 201, have been used as alternatives, but little is known about the presence and toxicological effects of alternatives other than BPS. In this study, thermal paper is screened by direct probe ambient mass spectrometry (rapid pre-screening method not requiring sample preparation) and by liquid chromatography (LC) with high resolution time-of flight (TOF-MS) mass spectrometry. Cash receipts and other thermal paper products (cinema tickets, boarding passes and luggage tags) were analyzed. Besides BPA and BPS, other developers only recently reported (Pergafast 201, D-8) or to the best of our knowledge not reported before (D-90, TGSA, BPS-MAE) were frequently found as well as some related unreported impurities (2,4-BPS that is a BPS related impurity and a TGSA related impurity). To gain some insight into the potential estrogenicity of the detected developers, a selection of extracts was further analyzed using a LC-nanofractionation platform in combination with cell-based bioassay testing. These preliminary results seems to indicate very low or absence of estrogenic activity for Pergafast 201, D-8, D-90, TGSA and BPS-MAE in comparison to BPA and BPS, although further dose-response tests with authentic standards are required to confirm these results. Compounds for which standards were available were also tested for developmental toxicity and neurotoxicity using zebrafish (Danio rerio) embryos. TGSA and D-8 induced similar teratogenic effects as BPA in zebrafish embryos. BPS and 2,4-BPS did not induce any developmental effects but 2,4-BPS did alter the locomotor activity at the tested concentration. Our findings suggest that the alternatives used as alternatives to BPA (except BPS) might not be estrogenic. However, TGSA and D-8 showed abnormal developmental effects similar to BPA.
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Bisphenol A (BPA), a synthetic xenoestrogen widely used in various industrial fields, can be present, in its un-reacted form, as an additive in thermal paper. BPA is virtually ubiquitous in industrialized societies and humans are exposed to this chemical via dietary and non-dietary sources. Since in 2015 European Food Safety Authority (EFSA) indicated that thermal paper, is the second source of BPA exposure after the food chain, some suppliers replaced BPA with its analogue Bisphenol S (BPS), speculatively supposed to be safer. In this work BPA and BPS concentration levels were determined in 50 thermal paper receipts collected in Italy by liquid chromatography coupled to tandem fluorescence and ultraviolet detection. BPA was found in 44 samples at mean concentration of 107.47 µg/100 mg of paper (from below Limits of Quantification (LOQ) to 1533.733 µg/100 mg of paper). BPS was found in 31 samples at mean concentration of 41.97 µg/100 mg of paper (from below the LOQ to 357.989 µg/100 mg of paper). 26 samples were positive to both BPA and BPS. The estimate daily intake (EDI) values of BPA and BPS occurring through dermal absorption were calculated for 70 kg body weight individuals. For general population, they were 0.0625 µg/day for BPA and 0.0244 µg/day for BPS, based on the mean content of bisphenols found. For occupationally exposed individuals, they were 66.8 µg/day for BPA and 15.6 µg/day for BPS, based on the worst scenario. Such levels would produce a dermal intake below the Tolerable Day Intake established by EFSA (4 µg/kg bw/day); nevertheless, the occurrence of co-exposure to dietary and non-dietary sources should be considered in the health risk assessment, mainly for people frequently exposed to thermal paper contact, as for occupational reason.
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In the most recent risk assessment for Bisphenol A for the first time a multi-route aggregate exposure assessment was conducted by the European Food Safety Authority. This assessment includes exposure via dietary sources, and also contributions of the most important non-dietary sources. Both average and high aggregate exposure were calculated by source-to-dose modeling (forward calculation) for different age groups and compared with estimates based on urinary biomonitoring data (backward calculation). The aggregate exposure estimates obtained by forward and backward modeling are in the same order of magnitude, with forward modeling yielding higher estimates associated with larger uncertainty. Yet, only forward modeling can indicate the relative contribution of different sources. Dietary exposure, especially via canned food, appears to be the most important exposure source and, based on the central aggregate exposure estimates, contributes around 90% to internal exposure to total (conjugated plus unconjugated) BPA. Dermal exposure via thermal paper and to a lesser extent via cosmetic products may contribute around 10% for some age groups. The uncertainty around these estimates is considerable, but since after dermal absorption a first-pass metabolism of BPA by conjugation is lacking, dermal sources may be of equal or even higher toxicological relevance than dietary sources.
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Dynamic material flow analysis (MFA) provides information about material usage over time and consequent changes in material stocks and flows. In order to understand the effect of limited data quality and model assumptions on MFA results, the use of sensitivity analysis methods in dynamic MFA studies has been on the increase. So far, sensitivity analysis in dynamic MFA has been conducted by means of a one-at-a-time method, which tests parameter perturbations individually and observes the outcomes on output. In contrast to that, variance-based global sensitivity analysis decomposes the variance of the model output into fractions caused by the uncertainty or variability of input parameters. The present study investigates interaction and time-delay effects of uncertain parameters on the output of an archetypal input-driven dynamic material flow model using variance-based global sensitivity analysis. The results show that determining the main (first-order) effects of parameter variations is often sufficient in dynamic MFA because substantial effects attributed to the simultaneous variation of several parameters (higher-order effects) do not appear for classical setups of dynamic material flow models. For models with time-varying parameters, time-delay effects of parameter variation on model outputs need to be considered, potentially boosting the computational cost of global sensitivity analysis. Finally, the implications of exploring the sensitivities of model outputs with respect to parameter variations in the archetypical model are used to derive model- and goal-specific recommendations on choosing appropriate sensitivity analysis methods in dynamic MFA.