Beskæftigelsesudvalget 2018-19 (2. samling)
BEU Alm.del Bilag 73
Offentligt
2082076_0001.png
Nanotoxicology
ISSN: 1743-5390 (Print) 1743-5404 (Online) Journal homepage: https://www.tandfonline.com/loi/inan20
Acute phase response and inflammation following
pulmonary exposure to low doses of zinc oxide
nanoparticles in mice
Niels Hadrup, Feriel Rahmani, Nicklas R. Jacobsen, Anne T. Saber, Petra
Jackson, Stefan Bengtson, Andrew Williams, Håkan Wallin, Sabina
Halappanavar & Ulla Vogel
To cite this article:
Niels Hadrup, Feriel Rahmani, Nicklas R. Jacobsen, Anne T. Saber, Petra
Jackson, Stefan Bengtson, Andrew Williams, Håkan Wallin, Sabina Halappanavar & Ulla Vogel
(2019): Acute phase response and inflammation following pulmonary exposure to low doses of zinc
oxide nanoparticles in mice, Nanotoxicology, DOI: 10.1080/17435390.2019.1654004
To link to this article:
https://doi.org/10.1080/17435390.2019.1654004
© 2019 The Author(s). Published by Informa
UK Limited, trading as Taylor & Francis
Group
Published online: 23 Aug 2019.
View supplementary material
Submit your article to this journal
Article views: 211
View related articles
View Crossmark data
Full Terms & Conditions of access and use can be found at
https://www.tandfonline.com/action/journalInformation?journalCode=inan20
BEU, Alm.del - 2018-19 (2. samling) - Bilag 73: Orientering om resultater om zinkoxid, fra beskæftigelsesministeren
2082076_0002.png
NANOTOXICOLOGY
https://doi.org/10.1080/17435390.2019.1654004
ARTICLE
Acute phase response and inflammation following pulmonary exposure to
low doses of zinc oxide nanoparticles in mice
Niels Hadrup
a
, Feriel Rahmani
b
, Nicklas R. Jacobsen
a
, Anne T. Saber
a
, Petra Jackson
a
, Stefan Bengtson
a
,
Andrew Williams
b
, Håkan Wallin
c
, Sabina Halappanavar
b
and Ulla Vogel
a,d
National Research Centre for the Working Environment, Copenhagen, Denmark;
b
Environmental Health Science and Research
Bureau, Health Canada, Ottawa, Canada;
c
Department of Biological and Chemical Work Environment, National Institute of
Occupational Health, Oslo, Norway;
d
DTU Health Tech, Technical University of Denmark, Lyngby, Denmark
a
ABSTRACT
ARTICLE HISTORY
Inhalation of nanosized zinc oxide (ZnO) induces metal fume fever and systemic acute phase
response in humans. Acute phase response activation is a cardiovascular risk factor; we investi-
gated whether pulmonary exposure of mice can be used to assess ZnO-induced acute phase
response as well as inflammation and genotoxicity. Uncoated (NM-110) and triethoxycaprylylsi-
lane-coated (NM-111) ZnO nanoparticles were intratracheally instilled once at 0.2, 0.7 or 2
mg/
mouse (11, 33 and 100
mg/kg
body weight).
Serum amyloid A3
mRNA level in lung tissue, bron-
choalveolar lavage (BAL) fluid cellularity, and levels of DNA strand breaks in BAL fluid cells, lung
and liver tissue were assessed 1, 3 and 28 days post-exposure. Global transcription patterns
were assessed in lung tissue using microarrays. The acute-phase response
serum amyloid A3
mRNA levels were increased on day 1; for uncoated ZnO nanoparticles at the highest dose and
for coated ZnO nanoparticles at medium and highest dose. Neutrophils were increased in BAL
fluid only after exposure to coated ZnO nanoparticles. Genotoxicity was observed only in single
dose groups, with no dose-response relationship. Most changes in global transcriptional
response were observed after exposure to uncoated ZnO nanoparticles and involved cell cycle
G2 to M phase DNA damage checkpoint regulation. Although, uncoated and coated ZnO nano-
particles qualitatively exerted similar effects, observed differences are likely explained by differ-
ences in solubility kinetics. The finding of
serum amyloid A3
induction at low exposure suggests
that mouse models can be used to assess the nanoparticle-mediated induction of acute phase
responses in humans.
Received 24 May 2019
Revised 5 August 2019
Accepted 5 August 2019
KEYWORDS
Gene expression; Zn; comet
assay; serum amyloid A;
body weight
Introduction
The consumer application of zinc oxide (ZnO) nano-
particles is broad and includes cosmetics, sunscreens,
biosensors, food additives, pigments, rubber manu-
facturing, electronics, agriculture, and antimicrobial
products (Burnett and Wang
2011).
Human exposure
to ZnO nanoparticles can occur in the occupational
settings during the synthesis of ZnO, manufacturing
of ZnO products and via consumer products. Thus, it
is imperative to understand the potentially harmful
effects of ZnO nanoparticles and identify exposure
levels relevant to human toxicity.
Zinc is a major constituent of welding fumes and
pulmonary toxicity is observed in welders exposed
to ZnO during welding of galvanized steel and
alloys. Inhalation of high doses of ZnO induces
metal fume fever in humans. Metal fume fever can
also be induced by other metal oxides and is char-
acterized by flu-like symptoms: fever, cough, wheez-
ing, chest tightness, fatigue, and chills (Greenberg
and Vearrier
2015).
Exposure to metal oxides at lev-
els close to the current occupational exposure limits
that do not induce metal fume fever still evoke
inflammatory and acute phase responses in
humans. Men exposed for 6 h to low doses of
Zn-containing welding fumes had increased blood
levels of interleukin (IL)-6 and the acute phase reac-
tants C-reactive protein (CRP), and serum amyloid A
CONTACT
Ulla Vogel
[email protected]
National Research Centre for the Working Environment, Lersø Parkall

105, Copenhagen Ø DK-2100, Denmark
e
Supplemental data for this article can be accessed
here.
ß
2019 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group
This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives License (http://creativecommons.org/licenses/by-nc-nd/4.0/),
which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited, and is not altered, transformed, or built upon in
any way.
BEU, Alm.del - 2018-19 (2. samling) - Bilag 73: Orientering om resultater om zinkoxid, fra beskæftigelsesministeren
2082076_0003.png
2
N. HADRUP ET AL.
(SAA) (Baumann et al.
2016).
Increased CRP concen-
trations in blood (Hartmann et al.
2014),
elevated
BAL fluid polymorphonuclear leukocytes, tumor
necrosis factor-a (TNFa), and IL-8 levels were also
observed in welders exposed to Zn containing
welding fumes (Blanc et al.
1993;
Kuschner et al.
1995).
A positive correlation was observed between
total polymorphonuclear leukocytes count in bron-
choalveolar lavage (BAL) fluid and Zn exposure in
welders acutely exposed to welding dust (Blanc
et al.
1991).
In another study, elevated blood levels
of CRP were observed in workers exposed for 6 h to
gas brazing processes involving 1.2 or 1.5 mg Zn/m
3
(Brand et al.
2014).
Collectively, these observations
imply that acute phase and inflammatory reactions
can be induced in humans exposed to Zn at occu-
pationally relevant doses. In addition, welding
fumes are classified as Group 1 carcinogen by IARC
(IARC
2018).
The acute-phase response is a systemic reaction
elicited by the organism in response to tissue injury
or infection (Saber et al.
2014).
However, persistent
or recurring acute-phase responses are a risk factor
for cardiovascular diseases (Ridker et al.
2000;
Saber
et al.
2014).
In a recent study, inhalation of ZnO
nanoparticles was shown to induce the acute phase
response in humans. Human inhalation of ZnO
nanoparticles
induces
ZnO
dose-dependent
increases in body temperature and, neutrophilia at
1 and 2 mg/m
3
. Increased blood levels of acute-
phase response protein SAA was observed at 1 and
2 mg/m
3
and increased CRP already at 0.5 mg/m
3
(Mons

et al.
2018).
Notably, these effects were
e
observed at doses that are below the occupational
exposure limit for ZnO in many countries (Mons

e
et al.
2018;
Vogel and Cassee
2018).
In a separate
study, acute exposure of healthy human adults to
0.5 mg/m
3
mass concentration of ZnO (<0.1
mm
in
diameter) for 2 h did not result in acute-phase
response or inflammation (Beckett et al.
2005).
In animal experimental models, pulmonary
exposure to ZnO nanoparticles has been shown to
induce strong dose-dependent toxic responses
including pulmonary cytotoxicity and mortality in
mice (Jacobsen et al.
2015).
The toxicity has been
attributed to ZnO dissolution and the release of
zinc ions and was observed at dose levels that are
well-tolerated for insoluble nanoparticles (Cho et al.
2011;
Kao et al.
2012;
Jacobsen et al.
2015).
ZnO
nanoparticles undergo dissolution in water, cell cul-
ture medium and in biological fluids (Reed et al.
2012;
Kermanizadeh et al.
2013;
Da Silva et al.
2019),
the rate of which are influenced by pH, the
primary particle size and different surface coatings
(Cho et al.
2011;
Rathnayake et al.
2014).
Thus, there is evidence to support a pulmonary
acute phase and inflammogenic potential of ZnO
and potentially inflammogenic responses to ZnO
nanoparticle exposure in humans. Given the diver-
sity of nanoparticles, it is not clear if all variants
(sizes, different surface coatings or surface proper-
ties) of ZnO nanoparticles are equally toxic to
humans and human studies are not an option.
Rodent inhalation studies have shown pulmonary
inflammation following ZnO nanoparticle exposure
(Ho et al.
2011;
Adamcakova-Dodd et al.
2014a;
Chuang et al.
2014;
Chen et al.
2015;
Larsen et al.
2016).
However, animal studies investigating the
effects of ZnO on acute phase response are absent
and only a few studies included genotoxic effects
(Ho et al.
2011;
Chuang et al.
2014;
Larsen
et al.
2016).
Thus, the main objective of the present study
was to explore the possibilities of using mice to
investigate the ZnO-induced pulmonary and sys-
temic toxicity including the acute phase, pro-inflam-
matory and genotoxic effects of ZnO nanoparticles
at low doses relevant to human occupational scen-
arios. Pristine uncoated (uncoated ZnO) and a trie-
thoxycaprylylsilane coated ZnO (coated ZnO)
nanoparticles were used in the study. The rationale
for also including a coated ZnO nanoparticle was
that coatings such as the investigated, triethoxycap-
rylylsilane, are used in the cosmetics industry for
improving the ability of nanoparticles to mix with
other ingredients (KOBO_Products_Inc.
2017).
Mice
were exposed via single instillation to 0.2, 0.7 and
2
mg/mouse
of the coated and uncoated ZnO. The
relatively low doses were selected based on a previ-
ous study demonstrating that higher doses induce
acute toxicity in mice (Jacobsen et al.
2015).
BAL
fluid, lung and liver tissues were collected 24 h, 3
and 28 days post-instillation. Local lung inflamma-
tion by BAL fluid cellularity, pulmonary and sys-
temic inflammation by acute phase reactant
measurement and genotoxicity by comet assay
were measured. Global gene expression changes
were profiled in the lungs to identify mechanisms
BEU, Alm.del - 2018-19 (2. samling) - Bilag 73: Orientering om resultater om zinkoxid, fra beskæftigelsesministeren
2082076_0004.png
NANOTOXICOLOGY
3
Material and methods
Description of nanomaterials
ZnO NM-110 (CAS number 1314-13-2) and NM-111
selected by the OECD Working Party for
Nanomaterials and were generously given by the
EU Joint Research Centre, ISPRA, Italy. The uncoated
NM-110 has a primary diameter pf 100 nm and was
designated:
‘uncoated
ZnO’ in the current work.
The NM-111 has a primary diameter of 130 nm par-
ticle and consists of ZnO NM-110 as the core par-
ticle treated with a triethoxycaprylylsilane surface
coating, to form a poly-octyl-siloxy-coating and was
designated
‘coated
ZnO’ in the current work.
Dissolution studies of these materials, from the lit-
erature, have shown that the uncoated ZnO dis-
solves somewhat faster in water as compared to
the coated ZnO (Table
1).
Approximately 50% of
the uncoated ZnO particle mass is dissolved after
24 h, as published by Kermanizadeh et al. (2013).
Dispersion procedures
The nanoparticles were pre-wetted by ethanol 0.5%
(v/w) and suspended in 0.2
mm
filtered,
c-irradiated
Nanopure Diamond UV water (Pyrogens:
<0,001
EU/ml, total organic carbon:
<3.0
ppb), at a mass
concentration of 3.24 mg/mL. The stock suspension
was further diluted 81-fold to obtain the high dose
exposure concentration 0.04 mg/mL (2
mg/mouse
in
a volume of 50
ml).
This high-dose suspension was
placed in an ice-bath and continuously sonicated
for 16 min using a 13 nm disruptor horn equipped
Branson Sonifier (Prod. no. disruptor horn: 101-147-
037, Prod. No. Sonifier: S-450D, Branson Ultrasonics
Corp., Danbury, CT, USA) equipped with a 13 nm
disruptor horn (Prod. no.: 101-147-037, Branson
Ultrasonics Corp., Danbury, CT, USA). Lower dose
dilutions were obtained by subsequent three- and
nine-fold dilution, respectively
of the high-dose
suspension and further sonicated for an additional
2 min before exposure. Vehicle solution was pre-
pared as described for the high-dose dilution
without nanoparticles. To ensure nanoparticle
homogeneity, all suspensions were administered to
the mice within one hour of preparation.
Z average
size at
2
mg/mouse
(nm) Dispersity
0.15
0.13
468
727
70 to
>100
(Kermanizadeh
et al.
2013)
58–93
(Kermanizadeh
et al.
2013)
130
Zincite (Kermanizadeh
et al.
2013)
Triethoxycaprylylsilane
ZnO / NM-111 / 1314-
13-2 (particle), 2943-
75-1 (coating)
XRD size (nm)
Table 1.
Physical chemical characteristics of the ZnO and carbon black nanomaterials.
Vendor
reported
size (nm)
100
Zincite (Kermanizadeh
et al.
2013)
Phase
Surface coating
No coating reported
Particle name / NM
number / CAS number
Carbon black Printex 90
(included as a bench-
mark positive control
nanoparticle)
ZnO / NM-110 / 1314-
13-2
No coating
Not reported
14
14 from (Saber
et al.
2005;
Jacobsen
et al.
2008)
254
0.55
295–338 from (Saber
et al.
2005, 2012;
Jacobsen et al.
2008)
BET surface
area (m
2
/g)
14 (Kermanizadeh
et al.
2013)
18 (Kermanizadeh
et al.
2013)
60 in H
2
O; 47 in C3A cell
culture medium
(Kermanizadeh
et al.
2013)
18 in H
2
O; 39 in C3A cell
culture medium
(Kermanizadeh
et al.
2013)
n/a
Solubility (%) at 24 h
at 37

C, at 1
mg/mL
underlying the observed toxicological effects in
lung tissue.
BEU, Alm.del - 2018-19 (2. samling) - Bilag 73: Orientering om resultater om zinkoxid, fra beskæftigelsesministeren
2082076_0005.png
4
N. HADRUP ET AL.
Material characterization
The hydrodynamic size distributions of the instilla-
tion suspensions were determined by Dynamic
Light Scattering (DLS) using a Malvern Zetasizer
Nano ZS (Malvern Instruments, UK) at 25

C.
Analysis was done using the Dispersion Technology
Software
v5.0
(Malvern
Instruments,
UK).
Hydrodynamic size was calculated using a disper-
sion refractive index of 1.33, a materials refractive
index of 2.1, a viscosity 0.89 cP and a material
absorption value of 2.0.
Animal exposures
Nanoparticles were administered by a single intra-
tracheal instillation as described previously (Jackson
et al.
2011).
Doses were 0.2, 0.7 and 2
mg/mouse
(or: 11, 33 and 100
mg/kg
bw). These low doses
were based on previously conducted pilot studies.
Complete immobility and breathing difficulty was
observed at 162
mg
of the coated ZnO NP per
mouse (8.2 mg/kg bw). Mortality was observed at
1.4 mg/kg bw as reported by (Jacobsen et al.
2015).
In addition, body weight decrease was observed at
doses above 6
mg/mouse
of other ZnO nanoparticles
(1) ZincoxTM 10, IBUtec advanced materials AG,
Weimar, Germany, and (2) Alfa Aesar (ID 43141, A
Johnson Matthey Company, Karlsruhe, Germany;
and (3) the current coated ZnO (NM-111) (Jacobsen
et al.
2015).
Carbon black Printex 90 (162
mg/mouse)
was tested head-to-head with the ZnO nanopar-
ticles in the current experiment; the carbon black
data were included as reference in other studies
that were performed in parallel with the current
study (Kyjovska et al.
2015a, 2015b;
Wallin
et al.
2017).
In brief, mice were anaesthetized by inhalation of
4% isoflurane. Next, 50
lL
of particle suspension or
vehicle control followed by 100
lL
of air was
instilled using a SGE glass syringe (250F-LT-GT,
MicroLab, Aarhus, Denmark). Breathing was moni-
tored post-instillation to ensure that airways were
not blocked by instillation fluid. The animals were
weighed on the day of exposure as well as on day
2 and on day 27 post-exposure. Mice were killed on
day 1, day 3 and day 28 post-exposure by subcuta-
neous injection of Hypnorm (fentanyl citrate
0.315 mg/mL and Fluanisone 10 mg/mL, Janssen
Pharma,
Beerse,
Belgium)
and
Dormicum
(Midazolam
5 mg/mL
from
Roche,
Basel,
Switzerland), which both were mixed with an equal
volume of sterile water.
BAL fluid collection and cellularity
BAL fluid was recovered by flushing the lungs twice
using 1 mL saline/25 g bw per each flush. BAL fluid
was kept on ice for a maximum of 2 h, at which the
samples were centrifuged at 400
Â
g at 4

C for
10 min to recover cells. The cells were re-suspended
in 100
lL
HAM-F12 medium (Prod no. 21765037,
Animal housing
All animal procedures complied with the EC
Directive 86/609/EEC and Danish law regulating
experiments with animals (The Danish Ministry of
Justice, Animal Experiments Inspectorate permission
2010/561-1779), and were approved by the local
animal ethical committee. Female C57BL/6J BomTac
mice, 7 weeks of age, were purchased from Taconic
Europe (Ejby, Denmark). For logistic reasons, only
female mice were used in the study. Compared to
male mice, female mice are less aggressive towards
each other, and can, therefore, be housed in groups
of 6–8 mice. At arrival, the mice were randomly dis-
tributed to cages containing either nanomaterial
administered animals or vehicle control animals.
The number of animals (N) was 8 per cage for
nanomaterial dosed animals and 6 per cage for
controls. Each experimental group consisted of a
minimum of 8 animals; 8 mice were included in
uncoated ZnO, coated ZnO and Printex 90 carbon
black groups; and 12 mice used for the vehicle con-
trol group. The mice had
ad libitum
access to tap
water and food (Altromin no. 1324, Christian
Petersen, Denmark). Housing was in polypropylene
cages with Enviro-Dri bedding (Brogaarden,
Gentofte, Denmark). MS wood blocks (Brogaarden,
Gentofte, Denmark) and hides (Mouse House,
Scanbur, Karlslunde, Denmark) served as enrich-
ment. The room temperature was kept at 20 ± 2

C
and the humidity at 50 ± 20%. The animals were
housed under a 12 h light: 12 h dark cycle (on from
6 a.m. to 6 p.m.) and allowed to acclimatize for
one week.
BEU, Alm.del - 2018-19 (2. samling) - Bilag 73: Orientering om resultater om zinkoxid, fra beskæftigelsesministeren
2082076_0006.png
NANOTOXICOLOGY
5
Invitrogen, Carlsbad, CA, USA) containing 10% fetal
bovine serum (Prod no. 10106169, Invitrogen,
Carlsbad, CA, USA). For differential counting of
immune cells in BAL fluid, 40
mL
of the fresh resus-
pension was collected on microscope slides by cen-
trifugation at 60
Â
g, 4 min by use of a Cytofuge 2
(StatSpin, Bie and Berntsen, Rødovre, Denmark).
Cells were fixed by the addition of 96% ethanol
and incubated with May-Grunwald-Giemsa stain.
The total number of cells in the resuspension was
measured
with
a
NucleoCounter
NC-100
(Chemometec, Allerød, Denmark) Live/Dead Assay.
The differential cell count was carried out on a total
of 200 cells per sample. For the analysis by comet
assay, 160
lL
of 90% HAMF12, 10% FBS, 1%
Dimethyl sulfoxide was added to 40
ml
of the BAL
fluid cell suspension. Lung and liver samples were
snap-frozen in liquid nitrogen. Comet assay samples
were stored at
À80

C until analyses.
Measurement of SAA-3 protein levels in plasma
The levels of SAA-3 protein were determined in
blood plasma from mice exposed to high and
medium doses of uncoated or coated ZnO nanoma-
terials, as well as for carbon black exposed mice.
This was carried out by ELISA in accordance with
the manufacturer’s instructions (Mouse Serum
Amyloid A-3, Cat.#EZMSAA3-12K, Millipore) and has
been described in detail by (Poulsen, Saber,
Mortensen, et al.
2015;
Poulsen et al.
2017).
The
level of detection (LOD) was 0.08
mg/mL.
For sam-
ples that were below LOD a value of
1
=
2
LOD was
used (0.04
mg/mL).
RNA isolation and quantitative PCR measurement
of the Saa3 mRNA level
Purification of mRNA and the subsequent quantita-
tive PCR was conducted as previously described
(Saber et al.
2006).
In brief, RNA was recovered
from the left lung by use of the NucleoSpin 96 RNA
kit (Macherey-Nagel, Duren, Germany). The tissue
was lysed in 2 mL RLT buffer, by homogenizing for
2
Â
60 s using a Tissuelyser (Qiagen, Denmark) con-
taining a 5 mm stainless steel bead. The samples
were then run through a QIAshredder (Qiagen,
USA). The remaining purification steps were con-
ducted according to the description of the
NucleoSpin 96 RNA kit. Next, cDNA was prepared
using the reverse transcription reagents from
TaqMan (Applied Biosystems, USA) as described by
the manufacturer. The quantitative PCR was per-
R
formed on an ABI PRISM
V
7500 sequence detector
(PE Biosystems, Foster City, CA, USA), using
Universal Mastermix (Applied Biosystems, Naerum,
Denmark). The sequence of
Saa3
forward primer
was: 5 GCC TGG GCT GCT AAA GTC AT 3, that of


the
Saa3
reverse primer: 5 TGC TCC ATG TCC CGT

GAA C 3, and that of the
Saa3
probe: 5 FAM-TCT


GAA CAG CCT CTC TGG CAT CGC T-TAMRA 3. Data

were normalized to 18S rRNA (prod. no.
Mm03024053_m1 from Applied Biosystems) and
multiplied with 10
7
to provide values that were
more readable (0 to 2500).
Levels of DNA strand breaks
Levels of DNA strand breaks were determined in
BAL fluid cells, lung and liver tissue. The percentage
of DNA in the tail was determined by comet assay
using the IMSTAR Pathfinder
TM
system as previously
described (Jackson et al.
2013).
In brief, BAL cells
were thawed at 37 C. Frozen lung and liver pieces
were homogenized in Merchant’s medium (140 mM
NaCl, 1.5 mM KH
2
PO
4
, 2.7 mM KCl, 8.1 mM Na
2
HPO
4
,
10 mM Na
2
-EDTA, pH 7.4) through a steel mesh
within a syringe. Obtained cells were next sus-
pended in 0.6% agarose at 37

C, followed by
embedding on Trevigen CometSlides
TM
. The slides
were cooled and incubated at 4

C overnight in lysis
buffer. Next, the slides were rinsed in electrophor-
esis buffer (pH
>13)
followed by 40 min of alkaline
treatment. The electrophoresis was run for 25 min
at an applied voltage of 1.15 V/cm and a current of
300 mA. After pH neutralization, the slides were
fixed in 96% ethanol and placed on a 45

C heating
plate for 15 min. The cells were next stained with
R
SYBR
V
Green fluorescent stain. After the addition of
a UV-filter and coverslips, levels of DNA strand
breaks were analyzed using the IMSTAR
Pathfinder
TM
system. The results are calculated as
an average percentage tail DNA value for all cells
scored in each Trevigen CometSlide well. Negative
and positive controls included on all slides were
non-exposed A549 cells, and A549 cells exposed to
30
mM
H
2
O
2,
respectively. The data were normalized
BEU, Alm.del - 2018-19 (2. samling) - Bilag 73: Orientering om resultater om zinkoxid, fra beskæftigelsesministeren
2082076_0007.png
6
N. HADRUP ET AL.
to the negative controls in order to adjust for day-
to-day variation.
Statistical analysis
Total protein, neutrophil cells, DNA strand breaks,
and Saa3 mRNA levels
The Graph Pad Prism 7.02 software package (Graph
Pad Software Inc., La Jolla, CA, USA) was used for
statistical calculations. Data were tested for normal-
ity with the Shapiro-Wilk test. The
t-test
and the
ANOVA test are robust against deviations in normal-
ity and were used for inter-group comparisons,
except when the
p-value
of the Shapiro Wilks test
was very low (p
<
0.001); or when the standard
deviations of the groups were determined to be
very different. Differences in standard deviations
were assessed using the F test (for two-sample
comparisons) or Brown-Forsythe test for three or
more treatment groups (p
<
0.001). The latter tests
were applied because the
t-test
and the ANOVA are
somewhat sensitive to differences in data variability.
In case of such deviations in normality or in inter-
group standard deviations, a non-parametric test in
the form of the Mann–Whitney test (two groups) or
the Kruskall–Wallis test (more than two groups) was
calculated. In order to assess inter-group differences
in one-way ANOVA or the Kruskall–Wallis test, mul-
tiple comparisons post-tests were applied. These
were Holm–Sidak’s multiple comparisons test
(ANOVA) or Dunn’s multiple comparisons test
(Kruskall–Wallis test). The data were tested so that
each particle type was tested independently against
vehicle control.
Microarray data
The microarray data were statistically analyzed as
described previously (Husain et al.
2013,
Labib et al.
2013).
In brief, a reference randomized block design
was used to analyze gene expression microarray
data. Data were normalized using LOcally WEighted
Scatterplot Smoothing (LOWESS) regression model-
ing method and statistical significance of the differ-
entially expressed genes was determined using
MicroArray ANalysis Of VAriance (MAANOVA)
(Rahman et al.
2017)
in R statistical software (R Core
Team
2012).
The Fs statistic (Rahman et al.
2017)
was used to test the treatment effects compared to
the control vehicle, and
p-values
were estimated by
the permutation method using residual shuffling. In
order to minimize any false positives, the false
Total RNA extraction and purification for
microarray analysis
Random sections of the left lungs were used to iso-
late total RNA (n
¼
5 per experimental group) using
TRIzol reagent (Invitrogen, Carlsbad, CA, USA), and
purified using RNeasy Plus Mini kits (Qiagen,
Mississauga, ON, Canada) according to the manufac-
turer’s instruction. NanoDrop 2000 spectrophotom-
eter (Thermo Fisher Scientific Inc., Wilmington, DE,
USA) was used to quantify the total RNA concentra-
tion and RNA quality and integrity was assessed
using an Agilent 2100 Bioanalyzer (Agilent
Technologies, Mississauga, ON, Canada) according
to the manufacturer’s instruction. All samples had
RNA integrity numbers above 7.0.
Microarray hybridization
Double-stranded cDNA was synthesized using the
total RNA (250 ng) from individual mice (n
¼
5 per
experimental or control group) and Universal
Mouse Reference total RNA (UMRR) (Agilent
Technologies, Mississauga, ON, Canada). Cyanine-
labelled cRNAs were synthesized from the cDNA
using
Quick
Amp Labelling
Kit
(Agilent
Technologies, Mississauga, ON, Canada). cRNAs from
control and ZnO nanoparticle-treated samples were
labeled with Cyanine 5-CTP, and reference cRNAs
were labeled with Cyanine 3-CTP using a T7 RNA
polymerase
in vitro
transcription kit (Agilent
Technologies, Mississauga, ON, Canada) and purified
using RNeasy Mini kits (Qiagen, Mississauga, ON,
Canada). An equimolar amount of reference cRNA
was mixed with each experimental cRNA sample
and was hybridized to Agilent mouse 8
Â
60 k oligo-
nucleotide microarrays (Agilent Technologies Inc.,
Mississauga, ON, Canada) for 17 h in a hybridization
chamber at 65

C with a rotation speed of 10 rpm.
Following hybridization, arrays were scanned on an
Agilent G2505B scanner according to manufac-
turer’s protocols. Gene expression data from the
scanned images were extracted using Agilent
Feature Extraction software version 9.5.3.1.
BEU, Alm.del - 2018-19 (2. samling) - Bilag 73: Orientering om resultater om zinkoxid, fra beskæftigelsesministeren
2082076_0008.png
NANOTOXICOLOGY
7
discovery rate (FDR) multiple testing correction
(Rahman et al.
2017)
was applied. The fold changes
of gene expression were calculated considering the
least-square means. Genes with FDR
p-values
of less
than or equal to 0.05 (p 0.05) were considered
significantly differentially expressed and were used
in all downstream analyses. Since the gene list was
small, the fold-change based filtering was not
conducted.
Functional and pathway analyses of differentially
regulated mRNAs
These analyses were done as previously described
in (Rahman et al.
2017).
In brief, Ingenuity Pathway
Analysis (IPA, Ingenuity Systems, Redwood City, CA,
USA) was used to identify the pathways associated
with differentially expressed genes. Pathway signifi-
cance was defined using Fisher’s exact
p-value
of
0.05.
a dispersity of 0.55. These data, as well as other
physical chemical characteristics obtained from the
literature, are presented in
Table 1.
Body weight
A decrease in body weight gain was observed in
mice exposed to the highest dose (2
mg/mouse)
of
coated ZnO nanoparticles at 2 days after exposure
(the mice were weighted one day before euthaniza-
tion). The effect was reversed at 27 days post-expos-
ure. Body weight was unaffected in mice exposed
to uncoated ZnO nanoparticles, whereas the posi-
tive control carbon black resulted in a lower weight
gain as compared to control (Figure
1).
BAL fluid cellularity and protein content
Total protein in BAL fluid was increased in mice
exposed to a high dose of uncoated or coated
ZnO nanoparticles at day 1 and 3 but not at day
28. Total protein was increased for the positive
control carbon black at all three time-points, as
previously reported (Kyjovska et al.
2015b)
(Figure
2).
Total cell counts in BAL fluid, as well as cell dis-
tribution by cell type, are summarized in
Supplementary Materials, Table S1.
Increased neu-
trophil numbers were observed only in the lungs
Results
Physical chemical characterization
The uncoated ZnO had a Z average of 468 and a
dispersity of 0.15. The coated ZnO had a Z average
of 727 and a dispersity of 0.13. The positive control,
carbon black Printex 90 had a Z average of 128 and
Body weight gain
6
Body weight gain (g)
4
*
2
0
-2
* ****
Figure 1.
Body weight gain in mice exposed to ZnO nanoparticles. Uncoated or triethoxycaprylylsilane-coated ZnO nanoparticles
were administered by intratracheal instillation at 0.2, 0.7 or 2
mg/mouse.
Low, medium and high designates low-dose, medium-
dose and high-dose, respectively. Two or twenty-seven days later the body weight was measured and body weight gain com-
pared to weight at exposure was calculated. Data are mean and bars represent SD.
Ã
designates a
p-value
of
<0.05
vs.
vehicle of
one way ANOVA with Holm–Sidak’s multiple comparisons test. In the case of carbon black
ÃÃÃÃ
and
Ã
designates
p-values
of
<0.0001
and
<0.05
respectively
vs.
vehicle of the
t-test.
U
n
nc co
oa ate Veh
d
i
te
Z cl
d
Zn nO e
U
nc
O
l
oa
m ow
te
ed
d
iu
C
oa ZnO m
Co
at ted hi
ed
Z gh
Zn nO
O
C
l
oa
m ow
te
ed
d
Zn ium
O
C
ar
bo hig
h
n
bl
U
n
ac
U
nc co
at Ve k
oa
te ed hic
Z
l
d
Zn nO e
U
nc
O
l
oa
m ow
te
ed
d
iu
C
oa ZnO m
C
oa
t
te ed hig
Z
d
h
Zn nO
O
C
l
oa
m ow
te
ed
d
Zn ium
O
C
ar
bo hig
h
n
bl
ac
k
U
2 days
27 days
BEU, Alm.del - 2018-19 (2. samling) - Bilag 73: Orientering om resultater om zinkoxid, fra beskæftigelsesministeren
2082076_0009.png
8
N. HADRUP ET AL.
Total protein in BAL fluid
2000
Total protein ( g/mL)
****
1500
1000
****
500
0
***
***
***
**
**
U
Figure 2.
Total protein in BAL fluid at 1, 3 and 28 days of ZnO nanoparticle exposure. Uncoated or triethoxycaprylylsilane-coated
ZnO nanoparticles were administered by intratracheal instillation at 0.2, 0.7 or 2
mg/mouse.
Low, medium and high designates
low-dose, medium-dose and high-dose, respectively. One, three or twenty-eight days after exposure, BAL fluid was prepared and
total protein determined. Data are mean and bars represent SD.
ÃÃÃÃ
,
ÃÃÃ
,
ÃÃ
and
Ã
designates
p-values
of
<0.0001, <0.001,
<0.01
and
<0.05
respectively
vs.
vehicle of one way ANOVA with Holm–Sidak’s multiple comparisons test. In the case of carbon
black
ÃÃÃ
, and
ÃÃ
designates
p-values
of
<0.001,
and
<0.01
respectively
vs.
vehicle of the
t-test.
Neutrophils in BAL fluid
(total number of cells)
200000
Figure 3.
Neutrophil numbers in BAL fluid at 1, 3 and 28 days of ZnO nanoparticle exposure. Uncoated (uncoated ZnO) or trie-
thoxycaprylylsilane-coated ZnO nanoparticles (coated ZnO) were administered by intratracheal instillation at 0.2, 0.7 or 2
mg/
mouse. Low, medium and high designates low-dose, medium-dose and high-dose, respectively. Carbon black at 162
mg/mouse
served as positive control. One, three or twenty-eight days post-exposure, BAL fluid was prepared and the number of neutrophils
established by differential counting. Data are mean and bars represent SD.
ÃÃÃ
,
ÃÃ
and
Ã
designates
p-values
of
<0.001, <0.01
and
<0.05
respectively of one way ANOVA with Holm–Sidak’s multiple comparisons test in case of data approaching normality
and not having a highly different variation (details given in the methods section), otherwise by Kruskall–Wallis test with Dunn’s
multiple comparisons test. In the case of carbon black
ÃÃÃÃ
,
ÃÃÃ
,
ÃÃ
and
Ã
designates
p-values
of
<0.0001, <0.001, <0.01
and
<0.05
respectively
vs.
vehicle of the Mann Whitney test.
of mice exposed to a high dose of coated ZnO
nanoparticles on day 1 and 3 post-exposure.
Notably, at 28 d post-exposure, increased neutro-
phil count was observed in coated ZnO nanopar-
ticles low and medium dose groups only. In
comparison, no significant increases in the BAL
Un U
co nco
at at
U ed ed Veh
nc Z Z i
oa nO nO cle
C C ted me low
oa oa Z d
te te nO ium
d d
C Zn Zn hig
oa O O h
te m lo
d e w
C Zn diu
ar O m
bo h
U U
nc nc
n ig
oa oa
b h
te te V lac
U d d eh k
nc Z Z i
oa nO nO cle
Co C ted me low
at oat Zn diu
ed ed O m
C Zn Zn hig
oa O O h
te m lo
d e w
C Zn diu
ar O m
bo h
U U
nc nc
n igh
oa oa
bl
a
t t
Un ed ed Veh ck
Zn Zn ic
co
a O O le
C C ted me low
oa oa Z d
te te nO ium
d d
Co Zn Zn hig
at O O h
ed m lo
e w
C Zn diu
ar O m
bo h
n ig
bl h
ac
k
nc Unc
oa oa
t t
U ed ed Veh
nc Z Z i
oa nO nO cle
C C ted me low
oa oa Z d
te te nO ium
d d
C Zn Zn hig
oa O O h
te m lo
d e w
C Zn diu
ar O m
bo h
Un U
n igh
co nco
bl
at at
a
U ed ed Veh ck
nc Z Z i
oa nO nO cle
C C ted me low
oa oa Z d
te te nO ium
d d
Co Zn Zn hig
at O O h
ed m lo
e w
C Zn diu
ar O m
bo h
U U
nc nc
n igh
oa oa
b
te te V lac
U d d eh k
nc Z Z i
oa nO nO cle
Co C ted me low
at oat Zn diu
ed ed O m
C Zn Zn hig
oa O O h
te m lo
d e w
C Zn diu
ar O m
bo h
n igh
bl
ac
k
1 day
3 days
28 days
****
150000
100000
50000
0
****
***
****
* **
****
1 day
3 days
28 days
neutrophil populations were observed in mice
exposed to uncoated ZnO nanoparticles. Mice
instilled with positive control carbon black (162
mg/
mouse) showed increased neutrophil influx at all
three post-exposure time points, as previously
reported (Kyjovska et al.
2015b)
(Figure
3).
BEU, Alm.del - 2018-19 (2. samling) - Bilag 73: Orientering om resultater om zinkoxid, fra beskæftigelsesministeren
2082076_0010.png
NANOTOXICOLOGY
9
Figure 4.
Saa3
mRNA levels in lung 1, 3 and 28 days of ZnO nanoparticle exposure. Uncoated (uncoated ZnO) or triethoxycapry-
lylsilane-coated ZnO nanoparticles (coated ZnO) were administered by intratracheal instillation at 0.2, 0.7 or 2
mg/mouse.
Low,
medium and high designates low-dose, medium-dose and high-dose, respectively. Carbon black at 162
mg/mouse
served as posi-
tive control. One, three or twenty-eight days post-exposure lung tissue was recovered and
Saa3
mRNA levels measured by quanti-
tative real time PCR. Data are mean and bars represent SD.
ÃÃÃÃ
,
ÃÃÃ
,
ÃÃ
and
Ã
designates
p-values
of
<0.0001, <0.001, <0.01
and
<0.05
respectively
vs.
vehicle of one way ANOVA with Holm–Sidak’s multiple comparisons test.
Saa3 mRNA levels in lung tissue and SAA-3
protein levels in plasma
Acute increases in the
Saa3
mRNA level were
observed on day 1 following exposure to the high-
est dose of uncoated ZnO, and medium and high
dose of coated ZnO (Figure
4).
There were no
effects on the protein level of SAA-3 in plasma of
mice exposed to uncoated ZnO, coated ZnO or in
mice exposed to carbon black (data not shown).
Levels of DNA strand breaks
Levels of DNA strand breaks measured as percent-
age DNA in the tail was assessed in BAL fluid, lung
and liver tissues. In BAL fluid, increased levels of
DNA strand breaks were observed only for coated
ZnO at low-dose at 28 days post-exposure
(Figure
5).
In lung tissue, increased levels of DNA
strand breaks was observed for both ZnO nanopar-
ticles at day 28, but only in the medium-dose
groups (Figure
6).
No increases in DNA strand break
levels were observed in liver tissue (Figure
S1).
The
positive control, carbon black, induced an elevated
DNA strand break levels in the lung at 1 and 28
days post-exposure, as previously reported
(Kyjovska et al.
2015b, 2015a)
(Figure
6).
Saa3
mRNA level normalised to 18S rRNA x10
U Un
nc c
oa oa
te te Ve
U d Z d Z hic
nc n n l
oa O O e
te m lo
C Co d Z ed w
oa a n iu
te ted O m
d
Z h
C Zn nO igh
oa O
te m low
d ed
Zn iu
U Un
O m
nc c
hi
oa oa
te ted Ve gh
U d Z Z hic
nc n n l
oa O O e
te m lo
C Co d Z ed w
oa a n iu
te ted O m
d
h
C Zn ZnO igh
oa O
te m low
d ed
Zn iu
U Un
O m
nc c
hi
oa oa
te ted Ve gh
U d Z Z hic
nc n n l
oa O O e
te m lo
C Co d Z ed w
oa a n iu
te ted O m
d
Z h
C Zn nO igh
oa O
te m low
d ed
Zn iu
O m
hi
gh
7
Saa3
mRNA level
2500
2000
1500
1000
500
0
***
****
*
1 day
3 days
28 days
Gene expression analysis
In addition to the targeted gene expression ana-
lysis, global gene expression profiling was con-
ducted using microarrays to identify the genes and
pathways perturbed by ZnO exposure. In general,
the response at the gene expression level was
larger in lungs of mice exposed to uncoated ZnO as
compared to the coated ZnO treated lungs on day
1, some of which was still observed at day 28.
However, the magnitude of the response was small
with most genes showing fold changes around or
less than 1.5. In uncoated ZnO-treated groups, a
dose-dependent increase in the number of differen-
tially expressed genes was observed (Table
2);
a
total of 49, 86 and 128 genes (day 1) and, 46, 74
and 85 genes (day 28) were upregulated and, a
total of 55, 54, 54 genes (day 1) and 70, 64 and 75
genes (day 28) were downregulated at the low,
medium and high doses, respectively. In compari-
son, coated ZnO treated groups did not show dose-
dependency; on day 1, there were 30, 100 and 37
genes upregulated and 40, 47, 25 genes downregu-
lated and, on day 28, there were 117, 188, and 107
genes upregulated and 70, 82 and 76 genes down-
regulated. In the coated ZnO-treated groups, the
response was large at 28 days post-exposure.
BEU, Alm.del - 2018-19 (2. samling) - Bilag 73: Orientering om resultater om zinkoxid, fra beskæftigelsesministeren
2082076_0011.png
10
N. HADRUP ET AL.
Levels of DNA strand breaks in BAL fluid cells
10
8
Tail %DNA
*
*
6
4
2
0
Figure 5.
Levels of DNA strand breaks in BAL fluid cells at 1, 3 and 28 days of ZnO nanoparticle exposure. Uncoated (uncoated
ZnO) or triethoxycaprylylsilane-coated ZnO nanoparticles (coated ZnO) were administered by intratracheal instillation at 0.2, 0.7 or
2
mg/mouse.
Low, medium and high designates low-dose, medium-dose and high-dose, respectively. Carbon black at 162
mg/
mouse was included as reference material. One, three or twenty-eight days later BAL fluid cells were prepared and levels of DNA
strand breaks measured as percent DNA in the tail by comet assay. Data are mean and bars represent SD.
Ã
designates
p-values
of
<0.05
vs.
vehicle of one way ANOVA with Holm–Sidak’s multiple comparisons test. In the case of carbon black data were
tested with
t-test.
Tail %DNA
Figure 6.
Levels of DNA strand breaks in lung tissue at 1, 3 and 28 days of ZnO exposure. Uncoated (uncoated ZnO) or triethoxy-
caprylylsilane-coated ZnO nanoparticles (coated ZnO) were administered by intratracheal instillation at 0.2, 0.7 or 2
mg/mouse.
Low, medium and high designates low-dose, medium-dose and high-dose, respectively. Carbon black at 162
mg/mouse
served as
positive control. One, three or twenty-eight days later, lung tissue was recovered and levels of DNA strand breaks measured as
percent DNA in the tail by comet assay. Data are mean and bars represent SD.
ÃÃÃÃ
,
ÃÃÃ
,
ÃÃ
and
Ã
designates
p-values
of
<0.0001, <0.001, <0.01
and
<0.05
respectively
vs.
vehicle of one way ANOVA with Holm–Sidak’s multiple comparisons test. In
the case of carbon black data were tested with
t-test.
A further analysis of the differentially expressed
genes and the associated canonical pathways
revealed that the
cell cycle G2M DNA damage check-
point regulation pathway
and functions related to
cell cycle progression, segregation of chromosomes
and alignment of chromosomes were the most
Un U
co nco
at at
U ed ed Veh
nc Z Z i
oa nO nO cle
C C ted me low
oa oa Z d
te te nO ium
d d
Co Zn Zn hig
at O O h
ed m lo
e w
C Zn diu
ar O m
bo h
U U
nc nc
n igh
oa oa
b
te te V lac
U d d eh k
nc Z Z i
oa nO nO cle
C C ted me low
oa oa Z d
te te nO ium
d d
C Zn Zn hig
oa O O h
te m lo
d e w
C Zn diu
ar O m
bo h
U U
nc nc
n ig
oa oa
bl h
a
t t
Un ed ed Veh ck
Zn Zn ic
co
a O O le
Co C ted me low
at oat Zn diu
ed ed O m
C Zn Zn hig
oa O O h
te m lo
d e w
C Zn diu
ar O m
bo h
n igh
bl
ac
k
Un U
co nco
at at
U ed ed Veh
nc Z Z i
oa nO nO cle
C C ted me low
oa oa Z d
te te nO ium
d d
Co Zn Zn hig
at O O h
ed m lo
e w
C Zn diu
ar O m
bo h
U U
nc nc
n igh
oa oa
b
te te V lac
U d d eh k
nc Z Z i
oa nO nO cle
C C ted me low
oa oa Z d
te te nO ium
d d
C Zn Zn hig
oa O O h
te m lo
d e w
C Zn diu
ar O m
bo h
U U
nc nc
n ig
oa oa
bl h
a
t t
Un ed ed Veh ck
Zn Zn ic
co
a O O le
Co C ted me low
at oat Zn diu
ed ed O m
C Zn Zn hig
oa O O h
te m lo
d e w
C Zn diu
ar O m
bo h
n igh
bl
ac
k
1 day
3 days
28 days
Levels of DNA strand breaks in lung
10
8
6
****
**
4
2
0
***
*******
**
*
1 day
3 days
28 days
significantly affected in mice exposed to medium
and high doses of uncoated ZnO nanoparticles on
day 1 (Figure
7).
The other pathways significantly
altered following exposure to coated or uncoated
ZnO nanoparticles included
Circadian rhythm signal-
ing; Protein ubiquitination pathway; Unfolded protein
BEU, Alm.del - 2018-19 (2. samling) - Bilag 73: Orientering om resultater om zinkoxid, fra beskæftigelsesministeren
2082076_0012.png
NANOTOXICOLOGY
11
response;
and
AMPK signaling.
Although acute phase
signaling was one of the significantly affected path-
ways, the number of differentially expressed genes
associated with this pathway was very low.
Saa3
was the only acute phase gene that showed dose-
dependent increases in mRNA level, which was
observed only in mice exposed to uncoated ZnO
nanoparticles.
phase response, inflammogenic and genotoxic
effects of the ZnO nanoparticles. Whole genome
microarrays were used to identify the underlying
mechanisms of toxicity in lungs.
Effects on the acute-phase response
We have previously shown pulmonary acute phase
response in response to nanomaterial exposure. In
our previous studies of global transcriptional
responses to inhaled or instilled nanomaterials, we
found dose-dependent pulmonary acute phase
responses both in terms of the number of differen-
tially regulated acute phase genes and fold
increases of
Saa3
mRNA levels (Halappanavar et al.
2011, 2015, 2019;
Bourdon, Halappanavar, et al.
2012;
Husain et al.
2013;
Saber et al.
2014;
Poulsen,
Saber, Williams, et al.
2015).
Saa3
is among the
most differentially regulated genes 1-day post
exposure to various nanomaterials (Halappanavar
et al.
2019).
Pulmonary
Saa3
mRNA levels correlate
closely with neutrophil influx (Saber et al.
2013,
2014;
Poulsen et al.
2017)
and SAA3 levels in
plasma (Poulsen et al.
2017).
In the current study,
we, therefore, used
Saa3
mRNA levels as a sensitive
biomarker of the pulmonary acute-phase response.
The
Saa3
mRNA expression was increased in
uncoated ZnO nanoparticle-treated groups at the
highest dose (2
mg/mouse;
100
mg/kg
bw) and for
the coated ZnO nanoparticles at medium and high-
doses (0.7 and 2
mg/mouse).
Also in the microarray
Discussion
In this study, we investigated the acute-phase
response, inflammation, and genotoxicity after pul-
monary exposure to relatively low doses of ZnO
nanoparticles. Mice were exposed via intratracheal
instillation to 0.2, 0.7 or 2
mg/mouse,
corresponding
to 0.01, 0.33, and 0.1 mg/kg bw, of coated or
uncoated ZnO nanoparticles. The tissue mRNA and
plasma protein levels of SAA-3, BAL fluid cellularity
and DNA strand breaks in BAL fluid, lung and liver
tissues were measured to investigate the acute
Table 2.
Numbers of genes regulated with a
p-value
of less
than 0.05.
1 day
Dose
Uncoated ZnO
Upregulated
Downregulated
Total
Coated ZnO
Upregulated
Downregulated
Total
Low
49
55
104
30
40
70
Medium
86
54
140
100
47
147
High
128
54
182
37
25
62
Low
46
70
116
117
70
187
28 days
Medium
74
64
138
188
82
270
High
85
75
160
107
76
183
Figure 7.
Canonical pathways affected by 1 or 28 days of ZnO nanoparticle exposure. Uncoated (uncoated ZnO) or triethoxycapry-
lylsilane-coated ZnO nanoparticles (coated ZnO) were administered by intratracheal instillation at 0.2, 0.7 or 2
mg/mouse
(desig-
nated: low, medium, and high). The deeper the coloring is, the higher the effect is on the specific canonical pathway. No effects
were observed at the medium dose for the coated ZnO, thus this group is not included in the figure.
BEU, Alm.del - 2018-19 (2. samling) - Bilag 73: Orientering om resultater om zinkoxid, fra beskæftigelsesministeren
2082076_0013.png
12
N. HADRUP ET AL.
analysis, acute phase signaling was an affected
pathway (data not shown), showing dose-depend-
ent increases in
Saa3
mRNA levels in mice exposed
to uncoated ZnO nanoparticles (data not shown).
The increased
Saa3
mRNA expression was not
reflected in an increased protein plasma level of
SAA3. This may reflect that the contribution to the
systemic circulation is too low to be detected.
Notably, we have previously found a close positive
correlation between pulmonary
Saa3
mRNA levels
and plasma SAA3 in mice exposed to MWCNTs
(Poulsen et al.
2017).
In humans, increased SAA and
CRP levels are observed in the circulation as early
as 4 h following inhalation of 0.5, 1 or 2 mg ZnO
nanoparticles/m
3
. With an estimated inhalation vol-
ume of 20 m
3
/day during light activity and bw of
70 kg, this amounts to a cumulative exposure of
20
mg/kg
bw/day (at 0.5 mg/m
3
for 4 h) or to 10
mg/
kg bw taking the alveolar deposition rate of
$50%

reported in (Monse et al.
2018)
into account.
Likewise, the 1 and 2 mg/m
3
mass concentration
doses correspond to 20 and 40
mg/kg
bw, respect-
ively. The medium- and high-doses used in the pre-
sent study are equal to 33 and 100
mg/kg
bw,
respectively. Thus, the medium dose corresponds to

the highest doses given by (Monse et al.
2018)
by
mass. It has been proposed, however, that a more
correct conversion of doses from studies in animals
to studies in humans is to normalize by body sur-
face area (Reagan-Shaw, Nihal, and Ahmed
2008).
If
we scale by body surface area according to Reagan-
Shaw, Nihal, and Ahmed (2008), the high dose in
the present study corresponds to 8
mg/kg
bw in a
Human Equivalent Dose and thus, corresponds to
the lowest mass concentration studied by Mons

e
et al. (2018). Based on these calculations and the
results obtained, humans may activate acute phase
response more readily following exposure to ZnO
compared to the C57BL/6 mice used in the current
study. In these mice, the lowest-observed-adverse-
effect level (LOAEL) for induction of SAA3 in lung
tissue was 100
mg/kg
bw for the uncoated ZnO and
33
mg/kg
bw for the coated ZnO, whereas the
LOAEL for SAA in blood is calculated as 20
mg/kg
bw for the human volunteers (Mons

et al.
2018).
e
Several studies have demonstrated induction of
localized acute phase response in lungs following
inhalation exposure to nanomaterials and combus-
tion particles (Halappanavar et al.
2011;
Bourdon,
Saber, et al.
2012;
Saber et al.
2013, 2014;
Poulsen
et al.
2017).
The activation of the systemic acute
phase response in the liver in these studies was
more limited and dependent on the type of nano-
material and the magnitude of the lung acute
phase and pro-inflammatory response. In humans,
the liver is believed to be the major organ associ-
ated with acute phase reactions (Sack
2018),
although SAA is also expressed in a range of nor-
mal human tissues including lung (Urieli-Shoval
et al.
1998;
Calero et al.
2014).
Albeit these differen-
ces, the results from the present study suggests
that mouse models can serve as the first pass
screen in the investigation of particle-induced
acute-phase response. The acute phase response,
and especially serum amyloid A is causally impli-
cated in atherosclerosis and cardiovascular disease
(Saber et al.
2013, 2014).
Mice have 3 inducible SAA
isoforms,
Saa1, Saa2
and
Saa3
and simultaneous
inactivation of all 3 isogenes lowers plaque forma-
tion in APOE knockout mice, whereas overexpres-
sion of
Saa1
or
Saa3
increases plaque formation
(Dong et al.
2011;
Thompson et al.
2018).
The ZnO-dependent systemic acute phase
response observed in human volunteers (Mons

e
et al.
2018)
constitutes a causal link between inhal-
ation of ZnO particles and cardiovascular diseases.
In addition to ZnO, also other metals and metal
oxides induce metal fume fever and acute phase
response (Greenberg and Vearrier
2015)
and thus,
occupational exposure to these metals may cause
cardiovascular disease. Welding has been associated
with increased risk of cardiovascular disease (Ibfelt,
Bonde, and Hansen
2010);
and acute phase
response could potentially be used as a biomarker
of cardiovascular risk in risk assessment and
regulation.
Effects on pulmonary inflammation
The two ZnO nanoparticles investigated showed dif-
ferential potential to induce pulmonary inflamma-
tion as increased neutrophil influx was only
observed in the coated ZnO group. In agreement
with this, inhalation exposure of male C56Bl/6 mice
to 3.5 mg/m
3
4 h/day, 5 days/week for two weeks to
uncoated ZnO nanoparticles (15 nm in diameter)
only increased neutrophil influx from 0.2% to 1.7%
of the BAL cells, immediately after exposure
BEU, Alm.del - 2018-19 (2. samling) - Bilag 73: Orientering om resultater om zinkoxid, fra beskæftigelsesministeren
2082076_0014.png
NANOTOXICOLOGY
13
(Adamcakova-Dodd et al.
2014).
In the present
study, such a small increase is expected to be
below the detection limit because the procedure of
instillation causes a low neutrophil influx 1 day
post-exposure (Jackson et al.
2011).
However, a
similar, but non-statistically significant increase in
neutrophil influx from 0.5% to 3.9% was seen for
the uncoated ZnO nanoparticle on day 3 post-
exposure. The observed differences in inflammatory
response could be due to the differential solubility
of the two ZnO types and the high level of protein
in BAL from the ZnO-exposed mice could be a
result of dissolution-mediated cytotoxicity (Muller
et al.
2010;
Eixenberger et al.
2017).
ZnO nanopar-
ticles of different sizes have been reported to
induce neutrophil influx in BAL fluid in rat and
mouse models following inhalation exposure to
mass concentrations of 1 to 12 mg/m
3
of ZnO nano-
particles (Conner et al.
1988;
Ho et al.
2011;
Adamcakova-Dodd et al.
2014;
Chuang et al.
2014;
Chen et al.
2015;
Larsen et al.
2016).
Following
intratracheal instillation, increased neutrophil num-
bers in BAL fluid have been reported with ZnO par-
ticles of different sizes. Here, the LOAELs were in
the range of 0.3 to 1 mg/kg bw in rat and mouse
(Warheit, Sayes, and Reed
2009;
Cho et al.
2010,
2011, 2012;
Jacobsen et al.
2015).
However, the
doses used in these studies were higher than the
highest dose used in the current study (100
mg/
kg bw).
Genotoxicity
IARC has classified welding fumes as a Group 1 car-
cinogen (IARC
2018).
As welding fumes contain
zinc, the endpoints of genotoxicity and carcinogen-
icity are of interest in the hazard identification of
ZnO nanoparticles. In the current investigation, we
found no dose-response relationship for genotoxic-
ity by comet assay across time points: increased lev-
els of DNA strand break was only observed at
single dose levels in BAL fluid cells and in lung tis-
sue following exposure to both ZnO types.
Nonetheless, genes and pathways associated with
cell cycle progression and cell cycle checkpoint
were identified in the microarray analysis (Figure
7)
and dysregulation of these processes potentially
induce genotoxicity. This could, for example, involve
cytotoxicity. We observed ZnO instillation to
increase the protein content in BAL fluid indicating
increased cellular membrane permeability and cyto-
toxicity. The damaged cells could be arrested in G2/
M phase of the cell cycle and eventually undergo
senescence by apoptosis if not repaired.
There is evidence from others to suggest that
ZnO nanoparticles are genotoxic; however, the
results are not consistent. Increased oxidative dam-
age (8-oxo-2’-dG) was observed following 3.7 and
45 mg/m
3
of ZnO nanoparticles of 35 and 250 nm,
respectively, in rats following 6 h inhalation (Ho
et al.
2011).
Similarly, increased 8-oxo-2’-dG levels
were observed in rats intratracheally exposed to a
high dose of 33 mg/kg bw of 50 nm ZnO nanopar-
ticles (Chuang et al.
2014).
In another study, one
hour of inhalation exposure to 58 or 53 mg/m
3
of
ZnO nanoparticles of 13 and 36 nm did not exert
increased genotoxicity as measured by the comet
assay in mice (Larsen et al.
2016).
Collectively, these
results suggest that ZnO nanoparticles have the
potential to induce genotoxicity; however, studies
incorporating the diverse physical-chemical proper-
ties and, a range of dose and post-exposure time
points are warranted.
Differences in toxicity of the coated and uncoated
ZnO nanoparticles
The uncoated and the coated ZnO qualitatively
induced similar responses. Both coated and
uncoated ZnO nanoparticles induced the pulmonary
acute phase response, increased the levels of total
protein in BAL fluid, and genotoxicity at single
doses and time points. However, only the coated
ZnO affected body weight gain (day 2) and pul-
monary inflammation in terms of neutrophil influx.
In contrast, in the microarray analysis, the uncoated
ZnO nanoparticle induced more differentially
expressed genes day 1 post-exposure as compared
to the coated ZnO nanoparticle, although the two
nanoparticles perturbed the same pathways. On
day 28 post-exposure, the highest number of differ-
entially expressed genes was observed in the
coated ZnO group. Again, it can be speculated that
the differential transcriptional response to the two
different ZnO nanoparticles could be caused by the
differences in dissolution rates. The coated ZnO
may dissolve slower than the uncoated ZnO nano-
particle, which is reflected by the increased
BEU, Alm.del - 2018-19 (2. samling) - Bilag 73: Orientering om resultater om zinkoxid, fra beskæftigelsesministeren
2082076_0015.png
14
N. HADRUP ET AL.
differential gene expression on day 28. ZnO nano-
particles have been shown to quickly dissolve in
biological tissues (Xia et al.
2008;
Adam et al.
2014;
Eixenberger et al.
2017).
The dissolution behavior of
the uncoated ZnO (NM-110) and the coated ZnO
(NM-111) in water and cell culture medium have
been previously studied; at the 1
mg/mL
concentra-
tion, 60% of the uncoated ZnO dissolves in water at
24 h
vs.
18% for the coated ZnO nanoparticle. In
the cell culture medium, at the same concentration
of 1
mg/mL,
the dissolution rates of the uncoated
ZnO were reduced to 47%, whereas, 39% of the
coated ZnO was dissolved at 24 h, which is higher
than the dissolution observed in water for this ZnO
type (Kermanizadeh et al.
2013).
In another study,
the time-resolved dissolution kinetics in lysosomal
fluid showed a transient delay (10 h) of the coated
ZnO (NM-111) dissolution in comparison to the
uncoated ZnO (NM-110) (Koltermann-Jully et al.
2018).
Thus, the observed differences in pulmonary
responses to uncoated and coated ZnO exposure
are consistent with the uncoated being more sol-
uble than the coated. It has previously been shown
that at Zn doses of 40, 100 and 400
mg/rat
of either
ZnO nanoparticles or Zn ions induce similar pul-
monary toxicity in terms of neutrophil influx and
protein in BAL, suggesting that zinc ions are at least
partially responsible for the effects of pulmonary
ZnO nanoparticle exposure (Jeong et al.
2016).
We
did not assess the ZnO content in the lungs of the
exposed mice due to the low dose levels used
(2
mg/mouse
at the highest dose), which in combin-
ation with the endogenous Zn levels limits the
chance of detection of treatment-related Zn.
Nevertheless, despite this potential difference in dis-
solution kinetics, pulmonary exposure to both ZnO
nanoparticles still induced differential gene expres-
sion 28 days after exposure and the coated ZnO
nanoparticles induced increased neutrophil influx at
this time point. This suggests that even the rela-
tively low doses used in this study (0.1 mg/kg bw)
induced long-term effects in mice.
terms of increased total protein in BAL fluid. At the
doses investigated, only weak non-dose-dependent
genotoxic effects were observed. Only the coated
ZnO nanoparticles induced pulmonary inflammation
as measured by BAL fluid neutrophil influx and
decreased body weight gain at day 2. The two ZnO
nanoparticles perturbed similar pathways in the
microarray analysis. Thus, the uncoated and coated
ZnO nanoparticles overall induced similar responses
and observed differences can most likely be attrib-
uted to differences in solubility kinetics. The pul-
monary
Saa3
response in mice was induced at ZnO
dose levels that were comparable to the ZnO doses
that induce systemic acute phase response in
humans after inhalation exposure. This suggests
that the murine pulmonary acute phase response
may be used as a model to predict human acute
phase response following exposure to metal oxides,
including ZnO. Future studies looking into mecha-
nisms of metal nanomaterial-induced acute phase
response are warranted.
Acknowledgments
Michael Guldbrandsen, Lisbeth Meyer Petersen, Anne-Karin
Asp, Yasmin Akhtar, Elzbieta Christiansen, Zdenka O
Kyjovska, and Lourdes M. Pedersen are thanked for excellent
technical assistance. The authors would like to acknowledge
the contributions of Dr. Luna Rahman and Alex Lim-Sersan
in the microarray data analysis and Dongmei Wu for her
assistance in planning the microarray experiments.
Disclosure statement
No potential conflict of interest was reported by the authors.
Funding
This work was supported by Danish Centre for Nanosafety
[grant number 20110092173-3 from the Danish Working
Environment Research Foundation]; Danish Centre for
Nanosafety 2; the European Union’s Horizon 2020 research
and innovation programme [grant numbers 686098
(SmartNanoTox), 646221 (NanoReg
2
)]; and Chemicals
Management
Plan
and
Genomics
Research
and
Development Initiative of Health Canada.
Conclusion
Pulmonary exposure to relatively low doses of
uncoated and triethoxycaprylylsilane-coated ZnO
nanoparticles induced dose-dependent pulmonary
acute phase response and pulmonary cytotoxicity in
References
Adam, N., C. Schmitt, J. Galceran, E. Companys, A. Vakurov,
R. Wallace, D. Knapen, and R. Blust. 2014.
“The
Chronic
BEU, Alm.del - 2018-19 (2. samling) - Bilag 73: Orientering om resultater om zinkoxid, fra beskæftigelsesministeren
2082076_0016.png
NANOTOXICOLOGY
15
Toxicity of ZnO Nanoparticles and ZnCl2 to Daphnia
Magna and the Use of Different Methods to Assess
Nanoparticle
Aggregation
and
Dissolution.”
Nanotoxicology
8 (7): 709–717. doi:10.3109/17435390.2013.
822594.
Adamcakova-Dodd, A.,. L. V. Stebounova, J.S. Kim, S.U.
Vorrink, A.P. Ault, P.T. O’Shaughnessy, V.H. Grassian, and
P.S. Thorne. 2014.
“Toxicity
Assessment of Zinc Oxide
Nanoparticles Using Sub-Acute and Sub-Chronic Murine
Inhalation Models.”
Particle and Fibre Toxicology
11 (1): 15.
doi:10.1186/1743-8977-11-15.
Baumann, R., S. Joraslafsky, A. Markert, I. Rack, S.
Davatgarbenam, V. Kossack, B. Gerhards, T. Kraus, P.
Brand, and M. Gube. 2016.
“IL-6,
a Central Acute-Phase
Mediator, as an Early Biomarker for Exposure to Zinc-
Based Metal Fumes.”
Toxicology
373: 63–73. doi:10.1016/j.
tox.2016.11.001.
Beckett, W.S., D.F. Chalupa, A. Pauly-Brown, D.M. Speers, J.C.
Stewart, M.W. Frampton, M.J. Utell, L.S. Huang, C. Cox, W.
Zareba., et al. 2005.
“Comparing
Inhaled Ultrafine versus
Fine Zinc Oxide Particles in Healthy Adults: A Human
Inhalation Study.”
American Journal of Respiratory and
Critical Care Medicine
171 (10): 1129–1135. (1073–449X
(Print)), doi:10.1164/rccm.200406-837OC.
Blanc, P., H. Wong, M.S. Bernstein, and H.A. Boushey. 1991.
“An
Experimental Human Model of Metal Fume Fever.”
Annals of Internal Medicine
114 (11): 930–936. doi:10.7326/
0003-4819-114-11-930.
Blanc, P.D., H.A. Boushey, H. Wong, S.F. Wintermeyer, and
M.S. Bernstein. 1993.
“Cytokines
in Metal Fume Fever.”
The
American Review of Respiratory Disease
147 (1): 134–138.
doi:10.1164/ajrccm/147.1.134.
Bourdon, J.A., A.T. Saber, N.R. Jacobsen, K.A. Jensen, A.M.
Madsen, J.S. Lamson, H. Wallin, P. Moller, S. Loft, C.L.
Yauk., et al. 2012.
“Carbon
Black Nanoparticle Instillation
Induces Sustained Inflammation and Genotoxicity in
Mouse Lung and Liver.”
Particle and Fibre Toxicology
9 (1):
5.(1743-8977 (Electronic)), doi:10.1186/1743-8977-9-5.
Bourdon, J.A., S. Halappanavar, A.T. Saber, N.R. Jacobsen, A.
Williams, H. Wallin, U. Vogel, and C.L. Yauk. 2012.
“Hepatic
and Pulmonary Toxicogenomic Profiles in Mice
Intratracheally Instilled with Carbon Black Nanoparticles
Reveal Pulmonary Inflammation, Acute Phase Response,
and Alterations in Lipid Homeostasis.”
Toxicological
Sciences
127 (2): 474–484. (1096–0929 (Electronic)), doi:10.
1093/toxsci/kfs119.
Brand, P., M. Bauer, M. Gube, K. Lenz, U. Reisgen, V.E.
Spiegel-Ciobanu, and T. Kraus. 2014.
“Relationship
between Welding Fume Concentration and Systemic
Inflammation after Controlled Exposure of Human
Subjects with Welding Fumes from Metal Inert Gas
Brazing of Zinc-Coated Materials.”
Journal of Occupational
and Environmental Medicine
56 (1): 1–5. (1536-5948
(Electronic)), doi:10.1097/JOM.0000000000000061.
Burnett, M.E., and S.Q. Wang. 2011.
“Current
Sunscreen
Controversies: A Critical Review.”
Photodermatology,
Photoimmunology & Photomedicine
27 (2): 58–67. doi:10.
1111/j.1600-0781.2011.00557.x.

Calero, C., E. Arellano, J.L. Lopez-Villalobos, V. S

nchez-Lopez,
a

N. Moreno-Mata, and J.L. Lopez-Campos. 2014.
“Differential
Expression of C-Reactive Protein and
Serum Amyloid a in Different Cell Types in the Lung
Tissue of Chronic Obstructive Pulmonary Disease
Patients.”
BMC Pulmonary Medicine
14 (1): 95. doi:10.1186/
1471-2466-14-95.
Chen, J.K., C.C. Ho, H. Chang, J.F. Lin, C.S. Yang, M.H. Tsai,
H.T. Tsai, and P. Lin. 2015.
“Particulate
Nature of Inhaled
Zinc Oxide Nanoparticles Determines Systemic Effects and
Mechanisms of Pulmonary Inflammation in Mice.”
Nanotoxicology
9 (1): 43–53. doi:10.3109/17435390.2014.
886740.
Cho, W.S., R. Duffin, C.A. Poland, A. Duschl, G.J. Oostingh, W.
MacNee, M. Bradley, I.L. Megson, and K. Donaldson. 2012.
“Differential
Pro-Inflammatory Effects of Metal Oxide
Nanoparticles and Their Soluble Ions in Vitro and in Vivo;
Zinc and Copper Nanoparticles, but Not Their Ions, Recruit
Eosinophils to the Lungs.”
Nanotoxicology
6 (1): 22–35.
doi:10.3109/17435390.2011.552810.
Cho, W.S., R. Duffin, C.A. Poland, S.E. Howie, W. MacNee, M.
Bradley, I.L. Megson, and K. Donaldson. 2010.
“Metal
Oxide Nanoparticles Induce Unique Inflammatory
Footprints in the Lung: Important Implications for
Nanoparticle Testing.”
Environmental Health Perspectives
118 (12): 1699–1706. doi:10.1289/ehp.1002201.
Cho, W.S., R. Duffin, S.E. Howie, C.J. Scotton, W.A. Wallace, W.
MacNee, M. Bradley, I.L. Megson, and K. Donaldson. 2011.
“Progressive
Severe Lung Injury by Zinc Oxide
Nanoparticles; the Role of Zn2þ Dissolution inside
Lysosomes.”
Particle and Fibre Toxicology
8 (1): 27. doi:10.
1186/1743-8977-8-27.
Chuang, H.C., H.T. Juan, C.N. Chang, Y.H. Yan, T.H. Yuan, J.S.
Wang, H.C. Chen, Y.H. Hwang, C.H. Lee, and T.J. Cheng.
2014.
“Cardiopulmonary
Toxicity of Pulmonary Exposure
to Occupationally Relevant Zinc Oxide Nanoparticles.”
Nanotoxicology
8 (6): 593–604. doi:10.3109/17435390.2013.
809809.
Conner, M.W., W.H. Flood, A.E. Rogers, and M.O. Amdur.
1988.
“Lung
Injury in guinea Pigs Caused by Multiple
Exposures to Ultrafine Zinc Oxide: Changes in Pulmonary
Lavage Fluid.”
Journal of Toxicology and Environmental
Health
25 (1): 57–69. doi:10.1080/15287398809531188.
Da Silva, E., Y. Kembouche, U. Tegner, A. Baun, and K.A.
Jensen. 2019.
“Interaction
of Biologically Relevant Proteins
with ZnO Nanomaterials: A Confounding Factor for in
Vitro Toxicity Endpoints.”
Toxicology in Vitro
56: 41–51.
doi:10.1016/j.tiv.2018.12.016.
Dong, Z., T. Wu, W. Qin, C. An, Z. Wang, M. Zhang, Y. Zhang,
C. Zhang, and F. An. 2011.
“Serum
Amyloid a Directly
Accelerates the Progression of Atherosclerosis in
Apolipoprotein E-Deficient Mice.”
Molecular Medicine
(Cambridge, Massahcusets)
17 (11–12): 1357–1364. doi:10.
2119/molmed.2011.00186.
BEU, Alm.del - 2018-19 (2. samling) - Bilag 73: Orientering om resultater om zinkoxid, fra beskæftigelsesministeren
2082076_0017.png
16
N. HADRUP ET AL.
Eixenberger, J.E., C.B. Anders, R.J. Hermann, R.J. Brown, K.M.
Reddy, A. Punnoose, and D.G. Wingett. 2017.
“Rapid
Dissolution of ZnO Nanoparticles Induced by Biological
Buffers Significantly Impacts Cytotoxicity.”
Chemical
Research in Toxicology
30 (8): 1641–1651. doi:10.1021/acs.
chemrestox.7b00136.
Greenberg, M.I., and D. Vearrier. 2015.
“Metal
Fume Fever
and
Polymer
Fume
Fever.”
Clinical
Toxicology
(Philadelphia,
PA.)
53 (4): 195–203. doi:10.3109/15563650.
2015.1013548.
Halappanavar, S., A.T. Saber, N. Decan, K.A. Jensen, D. Wu,
N.R. Jacobsen, C. Guo, J. Rogowski, I.K. Koponen, M.
Levin., et al. 2015.
“Transcriptional
Profiling Identifies
Physicochemical Properties of Nanomaterials That Are
Determinants of the in Vivo Pulmonary Response.”
Environmental and Molecular Mutagenesis
56 (2): 245–264.,
doi:10.1002/em.21936.
Halappanavar, S., L. Rahman, J. Nikota, S.S. Poulsen, Y. Ding,
P. Jackson, H. Wallin, O. Schmid, U. Vogel, and A. Williams.
2019.
“Ranking
of Nanomaterial Potency to Induce
Pathway Perturbations Associated with Lung Responses.”
NanoImpact
14: 100158. doi:10.1016/j.impact.2019.100158.
Halappanavar, S., P. Jackson, A. Williams, K.A. Jensen, K.S.
Hougaard, U. Vogel, C.L. Yauk, and H. Wallin. 2011.
“Pulmonary
Response to Surface-Coated Nanotitanium
Dioxide Particles Includes Induction of Acute Phase
Response Genes, Inflammatory Cascades, and Changes in
microRNAs: A Toxicogenomic Study.”
Environmental and
Molecular Mutagenesis
52 (6): 425–439. doi:10.1002/em.
20639.
Hartmann, L., M. Bauer, J. Bertram, M. Gube, K. Lenz, U.
Reisgen, T. Schettgen, T. Kraus, and P. Brand. 2014.
“Assessment
of the Biological Effects of Welding Fumes
Emitted from Metal Inert Gas Welding Processes of
Aluminium and Zinc-Plated Materials in Humans.”
International Journal of Hygiene and Environmental Health
217 (2-3): 160–168. doi:10.1016/j.ijheh.2013.04.008.
Ho, M., K.Y. Wu, H.M. Chein, L.C. Chen, and T.J. Cheng. 2011.
“Pulmonary
Toxicity of Inhaled Nanoscale and Fine Zinc
Oxide Particles: Mass and Surface Area as an Exposure
Metric.”
Inhalation Toxicology
23 (14): 947–956. doi:10.
3109/08958378.2011.629235.
Husain, M., A.T. Saber, C. Guo, N.R. Jacobsen, K.A. Jensen,
C.L. Yauk, A. Williams, U. Vogel, H. Wallin, and S.
Halappanavar. 2013.
“Pulmonary
Instillation of Low Doses
of Titanium Dioxide Nanoparticles in Mice Leads to
Particle Retention and Gene Expression Changes in the
Absence of Inflammation.”
Toxicology and Applied
Pharmacology
269 (3): 250–262. doi:10.1016/j.taap.2013.03.
018.
IARC.
2018. Welding, Molybdenum Trioxide, and Indium Tin
Oxide. IARC Monographs on the Evaluation of
Carcinogenic Risks to Humans Volume 118.
Ibfelt, E., J.P. Bonde, and J. Hansen. 2010.
“Exposure
to Metal
Welding Fume Particles and Risk for Cardiovascular
Disease in Denmark: A Prospective Cohort Study.”
Occupational and Environmental Medicine
67 (11):
772–777. doi:10.1136/oem.2009.051086.
Jackson, P., L.M. Pedersen, Z.O. Kyjovska, N.R. Jacobsen, A.T.
Saber, K.S. Hougaard, U. Vogel, and H. Wallin. 2013.
“Validation
of Freezing Tissues and Cells for Analysis of
DNA Strand Break Levels by Comet Assay.”
Mutagenesis
28 (6): 699–707. doi:10.1093/mutage/get049.
Jackson, P., S.P. Lund, G. Kristiansen, O. Andersen, U. Vogel,
H. Wallin, and K.S. Hougaard. 2011.
“An
Experimental
Protocol
for
Maternal
Pulmonary
Exposure
in
Developmental Toxicology.”
Basic & Clinical Pharmacology
& Toxicology
108 (3): 202–207. doi:10.1111/j.1742-7843.
2010.00644.x.
Jacobsen, N.R., G. Pojana, P. White, P. Moller, C.A. Cohn, K.S.
Korsholm, U. Vogel, A. Marcomini, S. Loft, and H. Wallin.
2008.
“Genotoxicity,
Cytotoxicity, and Reactive Oxygen
Species Induced by Single-Walled Carbon Nanotubes and
C(60) Fullerenes in the FE1-Mutatrade markMouse Lung
Epithelial Cells.”
Environmental and Molecular Mutagenesis
49 (6): 476–487. doi:10.1002/em.20406.
Jacobsen, N.R., T. Stoeger, B.S. van den, A.T. Saber, A.
Beyerle, G. Vietti, A. Mortensen, J. Szarek, H.C. Budtz, A.
Kermanizadeh., et al. 2015.
“Acute
and Subacute
Pulmonary Toxicity and Mortality in Mice after
Intratracheal Instillation of ZnO Nanoparticles in Three
Laboratories.”
Food and Chemical Toxicology
85: 84–95.
doi:10.1016/j.fct.2015.08.008.
Jeong, J.,. S. Lee, S.-H. Kim, Y. Han, D.-K. Lee, J.-Y. Yang, J.
Jeong, C. Roh, Y.S. Huh, and W.-S. Cho. 2016.
“Evaluation
of the Dose Metric for Acute Lung Inflammogenicity
of
Fast-Dissolving
Metal
Oxide
Nanoparticles.”
Nanotoxicology
10 (10): 1448–1457. doi:10.1080/17435390.
2016.1229518.
Kao, Y.Y., Y.C. Chen, T.J. Cheng, Y.M. Chiung, and P.S. Liu.
2012.
“Zinc
Oxide Nanoparticles Interfere with Zinc Ion
Homeostasis to Cause Cytotoxicity.”
Toxicological Sciences
125 (2): 462–472. doi:10.1093/toxsci/kfr319.
Kermanizadeh, Ali, Giulio Pojana, Birgit K. Gaiser, Renie
Birkedal, Dagmar Bilanicov

, Håkan Wallin, Keld Alstrup

a
Jensen, Borje Sellergren, Gary R. Hutchison, Antonio
Marcomini., et al. 2013.
“In
Vitro Assessment of
Engineered Nanomaterials Using a Hepatocyte Cell Line:
Cytotoxicity, Pro-Inflammatory Cytokines and Functional
Markers.”
Nanotoxicology
7 (3): 301–313. doi:10.3109/
17435390.2011.653416.
KOBO_Products_Inc., 2017. Triethoxy Caprylylsilane. Accessed
http://www.koboproductsinc.com/
15
May
2019.
Downloads/Kobo-Silane.pdf
Koltermann-Jully, J., J.G. Keller, A. Vennemann, K. Werle, P.
Muller, L. Ma-Hock, R. Landsiedel, M. Wiemann, and W.
Wohlleben. 2018.
“Abiotic
Dissolution Rates of 24
(Nano)Forms of 6 Substances Compared to Macrophage-
Assisted Dissolution and in Vivo Pulmonary Clearance:
Grouping by Biodissolution and Transformation.”
NanoImpact
12: 29–41. doi:10.1016/j.impact.2018.08.005.
Kuschner, W G., A. D’Alessandro, S F. Wintermeyer, H. Wong,
H A. Boushey, and P D. Blanc. 1995.
“Pulmonary
BEU, Alm.del - 2018-19 (2. samling) - Bilag 73: Orientering om resultater om zinkoxid, fra beskæftigelsesministeren
2082076_0018.png
NANOTOXICOLOGY
17
Responses to Purified Zinc Oxide Fume.”
Journal of
Investigative Medicine
43 (4): 371–378.
Kyjovska, Z.O., N.R. Jacobsen, A.T. Saber, S. Bengtson, P.
Jackson, H. Wallin, and U. Vogel. 2015a.
“DNA
Damage fol-
lowing Pulmonary Exposure by Instillation to Low Doses
of Carbon Black (Printex 90) Nanoparticles in Mice.”
Environmental and Molecular Mutagenesis
56 (1): 41–49.
doi:10.1002/em.21888.
Kyjovska, Z.O., N.R. Jacobsen, A.T. Saber, S. Bengtson, P.
Jackson, H. Wallin, and U. Vogel. 2015b.
“DNA
Strand
Breaks, Acute Phase Response and Inflammation following
Pulmonary Exposure by Instillation to the Diesel Exhaust
Particle NIST1650b in Mice.”
Mutagenesis
30 (4): 499–507.
doi:10.1093/mutage/gev009.
Labib, S., C.H. Guo, A. Williams, C.L. Yauk, P.A. White, and S.
Halappanavar. 2013.
“Toxicogenomic
Outcomes Predictive
of Forestomach Carcinogenesis following Exposure to
Benzo(a)Pyrene: Relevance to Human Cancer Risk.”
Toxicology and Applied Pharmacology
273 (2): 269–280.
doi:10.1016/j.taap.2013.05.027.
Larsen, S.T., P. Jackson, S.S. Poulsen, M. Levin, K.A. Jensen, H.
Wallin, G.D. Nielsen, and I.K. Koponen. 2016.
“Airway
Irritation, Inflammation, and Toxicity in Mice following
Inhalation of Metal Oxide Nanoparticles.”
Nanotoxicology
10 (9): 1254–1262. doi:10.1080/17435390.2016.1202350.
Mons

, C., O. Hagemeyer, M. Raulf, B. Jettkant, V. van
e
Kampen, B. Kendzia, V. Gering, G. Kappert, T. Weiss, N.
Ulrich., et al. 2018.
“Concentration-Dependent
Systemic
Response after Inhalation of Nano-Sized Zinc Oxide
Particles in Human Volunteers.”
Particle and Fibre
Toxicology
15 (1): 8. doi:10.1186/s12989-018-0246-4.
Muller, K.H., J. Kulkarni, M. Motskin, A. Goode, P. Winship,
J.N. Skepper, M.P. Ryan, and A.E. Porter. 2010.
“pH-
Dependent Toxicity of High Aspect Ratio ZnO Nanowires
in Macrophages Due to Intracellular Dissolution.”
ACS
Nano
4 (11): 6767–6779. doi:10.1021/nn101192z.
Poulsen, S.S., A.T. Saber, A. Mortensen, J. Szarek, D. Wu, A.
Williams, O. Andersen, N.R. Jacobsen, C.L. Yauk, H. Wallin.,
et al. 2015.
“Changes
in Cholesterol Homeostasis and
Acute Phase Response Link Pulmonary Exposure to Multi-
Walled Carbon Nanotubes to Risk of Cardiovascular
Disease.”
Toxicology and Applied Pharmacology
283 (3):
210–222. doi:10.1016/j.taap.2015.01.011.
Poulsen, S.S., A.T. Saber, A. Williams, O. Andersen, C. Kobler,
R. Atluri, M.E. Pozzebon, S.P. Mucelli, M. Simion, D.
Rickerby., et al. 2015.
“MWCNTs
of Different
Physicochemical Properties Cause Similar Inflammatory
Responses, but Differences in Transcriptional and
Histological Markers of Fibrosis in Mouse Lungs.”
Toxicology and Applied Pharmacology
284 (1): 16–32.
Poulsen, S.S., K.B. Knudsen, P. Jackson, I.E.K. Weydahl, A.T.
Saber, H. Wallin, and U. Vogel. 2017.
“Multi-Walled
Carbon
Nanotube-Physicochemical Properties Predict the Systemic
Acute Phase Response following Pulmonary Exposure in
Mice.”
PLoS One
12 (4): e0174167. doi:10.1371/journal.
pone.0174167.
R Core Team. 2012. R: A language and environment for stat-
istical computing. R Foundation for Statistical Computing.
Rahman, L., N.R. Jacobsen, S.A. Aziz, D. Wu, A. Williams, C.L.
Yauk, P. White, H. Wallin, U. Vogel, and S. Halappanavar.
2017.
“Multi-Walled
Carbon Nanotube-Induced Genotoxic,
Inflammatory and Pro-Fibrotic Responses in Mice:
Investigating
the
Mechanisms
of
Pulmonary
Carcinogenesis.”
Mutation Research/Genetic Toxicology and
Environmental Mutagenesis
823: 28–44. doi:10.1016/j.
mrgentox.2017.08.005.
Rathnayake, S., J.M. Unrine, J. Judy, A.-F. Miller, W. Rao, and
P.M. Bertsch. 2014.
“Multitechnique
Investigation of the
pH Dependence of Phosphate Induced Transformations of
ZnO Nanoparticles.”
Environmental Science & Technology
48 (9): 4757–4764. doi:10.1021/es404544w.
Reagan-Shaw, S.,. M. Nihal, and N. Ahmad. 2008.
“Dose
Translation from Animal to Human Studies Revisited.”
FASEB Journal: Official Publication of the Federation of
American Societies for Experimental Biology
22 (3):
659–661. doi:10.1096/fj.07-9574LSF.
Reed, R.B., D.A. Ladner, C.P. Higgins, P. Westerhoff, and J.F.
Ranville. 2012.
“Solubility
of Nano-Zinc Oxide in
Environmentally and Biologically Important Matrices.”
Environmental Toxicology and Chemistry
31 (1): 93–99. doi:
10.1002/etc.708.
Ridker, P.M., C.H. Hennekens, J.E. Buring, and N. Rifai. 2000.
“C-Reactive
Protein and Other Markers of Inflammation in
the Prediction of Cardiovascular Disease in Women.”
New
England Journal of Medicine
342 (12): 836–843. doi:10.
1056/NEJM200003233421202.
Saber, A.T., I.K. Koponen, K.A. Jensen, N.R. Jacobsen, L.
Mikkelsen, P. Moller, S. Loft, U. Vogel, and H. Wallin. 2012.
“Inflammatory
and Genotoxic Effects of Sanding Dust
Generated from Nanoparticle-Containing Paints and
Lacquers.”
Nanotoxicology
6 (7): 776–788. doi:10.3109/
17435390.2011.620745.
Saber, A.T., J. Bornholdt, M. Dybdahl, A.K. Sharma, S. Loft, U.
Vogel, and H. Wallin. 2005.
“Tumor
Necrosis Factor Is Not
Required for Particle-Induced Genotoxicity and Pulmonary
Inflammation.”
Archives of Toxicology
79 (3): 177–182. doi:
10.1007/s00204-004-0613-9.
Saber, A.T., J.S. Lamson, N.R. Jacobsen, G. Ravn-Haren, K.S.
Hougaard, A.N. Nyendi, P. Wahlberg, A.M. Madsen, P.
Jackson, H. Wallin., et al. 2013.
“Particle-Induced
Pulmonary Acute Phase Response Correlates with
Neutrophil Influx Linking Inhaled Particles and
Cardiovascular Risk.”
PLoS One
8 (7): e69020. doi:10.1371/
journal.pone.0069020.
Saber, A.T., N.R. Jacobsen, P. Jackson, S.S. Poulsen, Z.O.
Kyjovska, S. Halappanavar, C.L. Yauk, H. Wallin, and U.
Vogel. 2014.
“Particle-Induced
Pulmonary Acute Phase
Response May Be the Causal Link between Particle
Inhalation
and
Cardiovascular
Disease.”
Wiley
Interdisciplinary
Reviews:
Nanomedicine
and
Nanobiotechnology
6 (6): 517–531. doi:10.1002/wnan.1279.
Saber, Anne T, Nicklas R. Jacobsen, Jette Bornholdt, SannaL.
Kjaer, Marianne Dybdahl, Lotte Risom, Steffen Loft, Ulla
BEU, Alm.del - 2018-19 (2. samling) - Bilag 73: Orientering om resultater om zinkoxid, fra beskæftigelsesministeren
2082076_0019.png
18
N. HADRUP ET AL.
Vogel, and Håkan Wallin. 2006.
“Cytokine
Expression in
Mice Exposed to Diesel Exhaust Particles by Inhalation.
Role of Tumor Necrosis Factor.”
Particle and Fibre
Toxicology
3 (1): 4.
Sack, G.H. 2018.
“Serum
Amyloid A - A Review.”
Molecular
Medicine (Cambridge, Massachussets)
24 (1): 46. doi:10.
1186/s10020-018-0047-0.
Thompson, J.C., P.G. Wilson, P. Shridas, A. Ji, M. de Beer, F.C.
de Beer, N.R. Webb, and L.R. Tannock. 2018.
“Serum
Amyloid A3 Is Pro-atherogenic.”
Atherosclerosis
268: 32–35.
doi:10.1016/j.atherosclerosis.2017.11.011.
Urieli-Shoval, S., P. Cohen, S. Eisenberg, and Y. Matzner.
1998.
“Widespread
Expression of Serum Amyloid a in
Histologically Normal Human Tissues. Predominant
Localization to the Epithelium.”
Journal of Histochemistry &
Cytochemistry
46
(12):
1377–1384.
doi:10.1177/
002215549804601206.
Vogel, U., and F.R. Cassee. 2018.
“Editorial:
Dose-Dependent
ZnO Particle-Induced Acute Phase Response in Humans
Warrants Re-Evaluation of Occupational Exposure Limits
for Metal Oxides.”
Particle and Fibre Toxicology
15 (1): 7.
doi:10.1186/s12989-018-0247-3.
Wallin, H., Z.O. Kyjovska, S.S. Poulsen, N.R. Jacobsen, A.T.
Saber, S. Bengtson, P. Jackson, and U. Vogel. 2017.
“Surface
Modification Does Not Influence the Genotoxic
and Inflammatory Effects of TiO2 Nanoparticles after
Pulmonary Exposure by Instillation in Mice.”
Mutagenesis
32 (1): 47–57. doi:10.1093/mutage/gew046.
Warheit, D.B., C.M. Sayes, and K.L. Reed. 2009.
“Nanoscale
and Fine Zinc Oxide Particles: Can in Vitro Assays
Accurately Forecast Lung Hazards following Inhalation
Exposures?”
Environmental Science & Technology
43 (20):
7939–7945. doi:10.1021/es901453p.
Xia, T., M. Kovochich, M. Liong, L. M
dler, B. Gilbert, H. Shi,
a
J.I. Yeh, J.I. Zink, and A.E. Nel. 2008.
“Comparison
of the
Mechanism of Toxicity of Zinc Oxide and Cerium Oxide
Nanoparticles Based on Dissolution and Oxidative Stress
Properties.”
ACS Nano
2 (10): 2121–2134. doi:10.1021/
nn800511k.