O OH H P · 2018. 6. 28. · IARC MonogRAphs – 112 2 amine salts are readily soluble in water...
Transcript of O OH H P · 2018. 6. 28. · IARC MonogRAphs – 112 2 amine salts are readily soluble in water...
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1. Exposure Data
1.1 Identification of the agent
1.1.1 Nomenclature
Chem. Abstr. Serv. Reg. No.: 1071-83-6 (acid); also relevant:38641-94-0 (glyphosate-isopropylamine salt)40465-66-5 (monoammonium salt)69254-40-6 (diammonium salt)34494-03-6 (glyphosate-sodium)81591-81-3 (glyphosate-trimesium)Chem. Abstr. Serv. Name: N-(phosphono-methyl)glycinePreferred IUPAC Name: N-(phosphono-methyl)glycineSynonyms: Gliphosate; glyphosate; glypho-sate hydrochloride; glyphosate [calcium, copper (2+), dilithium, disodium, magne-sium, monoammonium, monopotassium, monosodium, sodium, or zinc] saltTrade names: Glyphosate products have been sold worldwide under numerous trade names, including: Abundit Extra; Credit; Xtreme; Glifonox; Glyphogan; Ground-Up; Rodeo; Roundup; Touchdown; Tragli; Wipe Out; Yerbimat (Farm Chemicals International, 2015).
1.1.2 Structural and molecular formulae and relative molecular mass
H2CP
OHO
OHN
H
CH2
C
OHO
Molecular formula: C3H8NO5PRelative molecular mass: 169.07Additional information on chemical struc-
ture is also available in the PubChem Compound database (NCBI, 2015).
1.1.3 Chemical and physical properties of the pure substance
Description: Glyphosate acid is a colour-less, odourless, crystalline solid. It is formulated as a salt consisting of the deprotonated acid of glyphosate and a cation (isopropylamine, ammon - ium, or sodium), with more than one salt in some formulations.Solubility: The acid is of medium solubility at 11.6 g/L in water (at 25 °C) and insoluble in common organic solvents such as acetone, ethanol, and xylene; the alkali-metal and
GLYPHOSATE
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IARC MonogRAphs – 112
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amine salts are readily soluble in water (Tomlin, 2000).Volatility: Vapour pressure, 1.31 × 10−2 mPa at 25 °C (negligible) (Tomlin, 2000).Stability: Glyphosate is stable to hydrolysis in the range of pH 3 to pH 9, and relatively stable to photodegradation (Tomlin, 2000). Glyphosate is not readily hydrolysed or oxidized in the field (Rueppel et al. 1977). It decomposes on heating, producing toxic fumes that include nitrogen oxides and phos-phorus oxides (IPCS, 2005).Reactivity: Attacks iron and galvanized steel (IPCS, 2005).Octanol/water partition coefficient (P): log P,
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glyphosate
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facilitate uptake by plants (Székács & Darvas, 2012). Formulations might contain other active ingredients, such as simasine, 2,4-dichlorophen-oxyacetic acid (2,4-D), or 4-chloro-2-methyl-phenoxyacetic acid (IPCS, 1996), with herbicide resistance driving demand for new herbicide formulations containing multiple active ingredi-ents (Freedonia, 2012).
(b) Production volume
Glyphosate is reported to be manufactured by at least 91 producers in 20 countries, including 53 in China, 9 in India, 5 in the USA, and others in Australia, Canada, Cyprus, Egypt, Germany, Guatemala, Hungary, Israel, Malaysia, Mexico, Singapore, Spain, Taiwan (China), Thailand, Turkey, the United Kingdom, and Venezuela (Farm Chemicals International, 2015). Glyph-osate was registered in over 130 countries as of 2010 and is probably the most heavily used herbi-cide in the world, with an annual global produc-tion volume estimated at approximately 600 000 tonnes in 2008, rising to about 650 000 tonnes in 2011, and to 720 000 tonnes in 2012 (Dill et al., 2010; CCM International, 2011; Hilton, 2012; Transparency Market Research, 2014).
Production and use of glyphosate have risen dramatically due to the expiry of patent protec-tion (see above), with increased promotion of non-till agriculture, and with the introduction in 1996 of genetically modified glyphosate-tol-erant crop varieties (Székács & Darvas, 2012). In the USA alone, more than 80 000 tonnes of glyphosate were used in 2007 (rising from less than 4000 tonnes in 1987) (EPA, 1997, 2011). This rapid growth rate was also observed in Asia, which accounted for 30% of world demand for glyphosate in 2012 (Transparency Market Research, 2014). In India, production increased from 308 tonnes in 2003–2004, to 2100 tonnes in 2007–2008 (Ministry of Chemicals & Fertilizers, 2008). China currently produces more than 40% of the global supply of glyphosate, exports almost 35% of the global supply (Hilton, 2012),
and reportedly has sufficient production capacity to satisfy total global demand (Yin, 2011).
1.2.2 Uses
Glyphosate is a broad-spectrum, post-emergent, non- selective, systemic herbicide, which effectively kills or suppresses all plant types, including grasses, perennials, vines, shrubs, and trees. When applied at lower rates, glyphosate is a plant-growth regulator and desiccant. It has agricultural and non-agricul-tural uses throughout the world.
(a) Agriculture
Glyphosate is effective against more than 100 annual broadleaf weed and grass species, and more than 60 perennial weed species (Dill et al., 2010). Application rates are about 1.5–2 kg/ha for pre-harvest, post-planting, and pre-emer-gence use; about 4.3 kg/ha as a directed spray in vines, orchards, pastures, forestry, and industrial weed control; and about 2 kg/ha as an aquatic herbicide (Tomlin, 2000). Common application methods include broadcast, aerial, spot, and directed spray applications (EPA, 1993a).
Due to its broad-spectrum activity, the use of glyphosate in agriculture was formerly limited to post-harvest treatments and weed control between established rows of tree, nut, and vine crops. Widespread adoption of no-till and conservation-till practices (which require chemical weed control while reducing soil erosion and labour and fuel costs) and the intro-duction of transgenic crop varieties engineered to be resistant to glyphosate have transformed glyphosate to a post-emergent, selective herbi-cide for use on annual crops (Duke & Powles, 2009; Dill et al. 2010). Glyphosate-resistant transgenic varieties have been widely adopted for the production of corn, cotton, canola, and soybean (Duke & Powles, 2009). Production of such crops accounted for 45% of worldwide demand for glyphosate in 2012 (Transparency Market Research, 2014). However, in Europe,
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where the planting of genetically modified crops has been largely restricted, post-harvest treat-ment is still the most common application of glyphosate (Glyphosate Task Force, 2014). Intense and continuous use of glyphosate has led to the emergence of resistant weeds that may reduce its effectiveness (Duke & Powles, 2009).
(b) Residential use
Glyphosate is widely used for household weed control throughout the world. In the USA, glyphosate was consistently ranked as the second most commonly used pesticide (after 2,4-D) in the home and garden market sector between 2001 and 2007, with an annual use of 2000–4000 tonnes (EPA, 2011).
(c) Other uses
Glyphosate was initially used to control perennial weeds on ditch banks and roadsides and under power lines (Dill et al., 2010). It is also used to control invasive species in aquatic or wetland systems (Tu et al., 2001). Approximately 1–2% of total glyphosate use in the USA is in forest management (Mance, 2012).
Glyphosate has been used in a large-scale aerial herbicide-spraying programme begun in 2000 to reduce the production of cocaine in Colombia (Lubick, 2009), and of marijuana in Mexico and South America (Székács & Darvas, 2012).
(d) Regulation
Glyphosate has been registered for use in at least 130 countries (Dill et al., 2010). In the USA, all uses are eligible for registration on the basis of a finding that glyphosate “does not pose unreasonable risks or adverse effects to humans or the environment” (EPA, 1993a). A review conducted in 2001 in connection with the regis-tration process in the European Union reached similar conclusions regarding animal and human safety, although the protection of groundwater
during non-crop use was identified as requiring particular attention in the short term (European Commission, 2002).
Nevertheless, as worldwide rates of adoption of herbicide-resistant crops and of glyphosate use have risen in recent years (Duke & Powles, 2009), restriction of glyphosate use has been enacted or proposed in several countries, although docu-mented actions are few. In 2013, the Legislative Assembly of El Salvador voted a ban on the use of pesticides containing glyphosate (República de El Salvador, 2013). Sri Lanka is reported to have instituted a partial ban based on an increasing number of cases of chronic kidney disease among agricultural workers, but the ban was lifted after 2 months (ColomboPage, 2014). The reasons for such actions have included the development of resistance among weed species, as well as health concerns.
No limits for occupational exposure were identified by the Working Group.
1.3 Measurement and analysis
Several methods exist for the measurement of glyphosate and its major metabolite aminomethyl phosphonic acid (AMPA) in various media, including air, water, urine, and serum (Table 1.1). The methods largely involve derivatization with 9-fluorenylmethyl chloro formate (FMOC-Cl) to reach sufficient retention in chromatographic columns (Kuang et al., 2011; Botero-Coy et al., 2013). Chromatographic techniques that do not require derivatization and enzyme-linked immuno- sorbent assays (ELISA) are under development (Sanchís et al., 2012).
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glyphosate
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1.4 occurrence and exposure
1.4.1 Exposure
(a) Occupational exposure
Studies related to occupational exposure to glyphosate have included farmers and tree nursery workers in the USA, forestry workers in Canada and Finland, and municipal weed-con-trol workers in the United Kingdom (Centre de Toxicologie du Québec, 1988; Jauhiainen et al., 1991; Lavy et al., 1992; Acquavella et al., 2004; Johnson et al., 2005). Para-occupational expo-sures to glyphosate have also been measured in
farming families (Acquavella et al., 2004; Curwin et al., 2007). These studies are summarized in Table 1.2.
(b) Community exposure
Glyphosate can be found in soil, air, surface water, and groundwater (EPA, 1993a). Once in the environment, glyphosate is adsorbed to soil and is broken down by soil microbes to AMPA (Borggaard & Gimsing, 2008). In surface water, glyphosate is not readily broken down by water or sunlight (EPA, 1993a). Despite extensive worldwide use, there are relatively few studies
Table 1.1 Methods for the analysis of glyphosate
Sample matrix Assay procedure Limit of detection Reference
Water HPLC/MS (with online solid-phase extraction)
0.08 µg/L Lee et al. (2001)
ELISA 0.05 µg/L Abraxis (2005)LC-LC-FD 0.02 µg/L Hidalgo et al. (2004)Post HPLC column derivatization and FD
6.0 µg/L EPA (1992)
UV visible spectrophotometer (at 435 ng)
1.1 µg/L Jan et al. (2009)
Soil LC–MS/MS with triple quadrupole
0.02 mg/kg Botero-Coy et al. (2013)
Dust GC-MS-MID 0.0007 mg/kg Curwin et al. (2005)Air HPLC/MS with online solid-
phase extraction0.01 ng/m3 Chang et al. (2011)
Fruits and vegetables HILIC/WAX with ESI-MS/MS 1.2 µg/kg Chen et al. (2013)Field crops (rice, maize and soybean)
LC–ESI-MS/MS 0.007–0.12 mg/kg Botero-Coy et al. (2013b)
Plant vegetation HPLC with single polymeric amino column
0.3 mg/kg Nedelkoska & Low (2004)
Serum LC–MS/MS 0.03 µg/mL 0.02 µg/mL (aminomethylphosphonic acid) 0.01 µg/mL (3-methylphosphinicopropionic acid)
Yoshioka et al. (2011)
Urine HPLC with post-column reaction and FD
1 µg/L Acquavella et al. (2004)
ELISA 0.9 µg/L Curwin et al. (2007)ELISA, enzyme-linked immunosorbent assay; ESI-MS/MS, electrospray tandem mass spectrometry; FD, fluorescence detection; GC-MS-MID, gas chromatography-mass spectrometry in multiple ion detection mode; HILIC/WAX, hydrophilic interaction/weak anion-exchange liquid chromatography; HPLC/MS, high-performance liquid chromatography with mass spectrometry; HPLC, high-performance liquid chromatography; LC-ESI–MS/MS, liquid chromatography-electrospray–tandem mass spectrometry; LC–LC, coupled-column liquid chromatography; LC–MS/MS, liquid chromatography–tandem mass spectrometry
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IARC MonogRAphs – 112
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Tabl
e 1.
2 O
ccup
atio
nal a
nd p
ara-
occu
pati
onal
exp
osur
e to
gly
phos
ate
Indu
stry
, co
untr
y, y
ear
Job/
proc
ess
Res
ults
Com
men
ts/a
ddit
iona
l dat
aR
efer
ence
Fore
stry
Can
ada,
198
6A
rith
met
ic m
ean
of a
ir g
lyph
osat
e co
ncen
trat
ions
:A
ir c
once
ntra
tions
of g
lyph
osat
e w
ere
mea
sure
d at
the
wor
k sit
es o
f one
cre
w (fi
ve
wor
kers
) dur
ing
grou
nd sp
rayi
ng
268
urin
e sa
mpl
es w
ere
colle
cted
from
40
wor
kers
; gly
phos
ate
conc
entr
atio
n w
as a
bove
th
e LO
D (1
5 µg
/L) i
n 14
%
Cen
tre
de T
oxic
olog
ie
du Q
uébe
c (1
988)
Sign
alle
rM
orni
ng, 0
.63
µg/m
3 A
ftern
oon,
2.2
5 µg
/m3
Ope
rato
rM
orni
ng, 1
.43
µg/m
3 A
ftern
oon,
6.4
9 µg
/m3
Ove
rsee
rM
orni
ng, 0
.84
µg/m
3 A
ftern
oon,
2.4
1 µg
/m3
Mix
erM
orni
ng, 5
.15
µg/m
3 A
ftern
oon,
5.4
8 µg
/m3
Finl
and,
yea
r NR
Wor
kers
per
form
ing
silv
icul
tura
l cle
arin
g (n
= 5
)
Rang
e of
air
gly
phos
ate
conc
entr
atio
ns,
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glyphosate
7
Indu
stry
, co
untr
y, y
ear
Job/
proc
ess
Res
ults
Com
men
ts/a
ddit
iona
l dat
aR
efer
ence
Farm
ing
USA
, 200
1O
ccup
atio
nal a
nd
para
-occ
upat
iona
l ex
posu
re o
f 24
farm
fam
ilies
(24
fath
ers,
24 m
othe
rs
and
65 c
hild
ren)
. C
ompa
riso
n gr
oup:
25
non
-far
m fa
mili
es
(23
fath
ers,
24
mot
hers
and
51
child
ren)
Geo
met
ric
mea
n (r
ange
) of g
lyph
osat
e co
ncen
trat
ions
in u
rine
: N
on-f
arm
fath
ers,
1.4
µg/L
(0.1
3–5.
4)
Farm
fath
ers,
1.9
µg/L
(0.0
2–18
) N
on-f
arm
mot
hers
, 1.2
µg/
L (0
.06–
5.0)
Fa
rm m
othe
rs, 1
.5 µ
g/L
(0.1
0–11
) N
on-f
arm
chi
ldre
n, 2
.7 µ
g/L
(0.1
0–9.
4)
Farm
chi
ldre
n, 2
.0 µ
g/L
(0.0
2–18
)
Freq
uenc
y of
gly
phos
ate
dete
ctio
n ra
nged
fr
om 6
6% to
88%
of s
ampl
es (o
bser
ved
conc
entr
atio
ns b
elow
the
LOD
wer
e no
t ce
nsor
ed).
Det
ectio
n fr
eque
ncy
and
geom
etri
c m
ean
conc
entr
atio
n w
ere
not s
igni
fican
tly
diffe
rent
bet
wee
n fa
rm a
nd n
on-f
arm
fam
ilies
(o
bser
ved
conc
entr
atio
ns b
elow
the
LOD
wer
e no
t cen
sore
d)
Cur
win
et a
l. (2
007)
USA
, yea
r NR
Occ
upat
iona
l and
pa
ra-o
ccup
atio
nal
expo
sure
s of 4
8 fa
rmer
s, th
eir
spou
ses,
and
79
child
ren
Geo
met
ric
mea
n (r
ange
) of g
lyph
osat
e co
ncen
trat
ion
in u
rine
on
day
of
appl
icat
ion:
Fa
rmer
s, 3.
2 µg
/L (<
1 to
233
µg/
L)
Spou
ses,
NR
(< 1
to 3
µg/
L)
Chi
ldre
n, N
R (<
1 to
29
µg/L
)
24-h
our c
ompo
site
urin
e sa
mpl
es fo
r eac
h fa
mily
mem
ber t
he d
ay b
efor
e, th
e da
y of
, an
d fo
r 3 d
ays a
fter a
gly
phos
ate
appl
icat
ion.
G
lyph
osat
e w
as d
etec
ted
in 6
0% o
f far
mer
s’ sa
mpl
es, 4
% o
f spo
uses
’ sam
ples
and
12%
of
child
ren’
s sam
ples
the
day
of sp
rayi
ng a
nd
in 2
7% o
f far
mer
s’ sa
mpl
es, 2
% o
f spo
uses
’ sa
mpl
es a
nd 5
% o
f chi
ldre
n’s s
ampl
es 3
day
s aft
er
Acq
uave
lla et
al.
(200
4)
LOD
, lim
it of
det
ectio
n; N
D, n
ot d
etec
ted;
NR
, not
repo
rted
Tabl
e 1.
2 (
cont
inue
d)
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IARC MonogRAphs – 112
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on the environmental occurrence of glyphosate (Kolpin et al., 2006).
(i) AirVery few studies of glyphosate in air were
available to the Working Group. Air and rain-water samples were collected during two growing seasons in agricultural areas in Indiana, Mississippi, and Iowa, USA (Chang et al., 2011). The frequency of glyphosate detection ranged from 60% to 100% in air and rain samples, and concentrations ranged from
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glyphosate
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Tabl
e 1.
3 Co
ncen
trat
ion
of g
lyph
osat
e an
d A
MPA
in w
ater
Cou
ntry
, yea
r of
sam
plin
gN
umbe
r of s
ampl
es/s
etti
ngR
esul
tsC
omm
ents
/add
itio
nal d
ata
Ref
eren
ce
USA
, 200
251
stre
ams/
agri
cultu
ral a
reas
(1
54 sa
mpl
es)
Max
imum
gly
phos
ate
conc
entr
atio
n, 5
.1 μ
g/L
Max
imum
AM
PA c
once
ntra
tion,
3.
67 μ
g/L
The
sam
ples
wer
e ta
ken
follo
win
g pr
e- a
nd p
ost-
emer
genc
e ap
plic
atio
n an
d du
ring
har
vest
se
ason
G
lyph
osat
e de
tect
ed in
36%
of
sam
ples
; AM
PA d
etec
ted
in 6
9%
of sa
mpl
es
Batt
aglin
et a
l., (2
005)
USA
, 200
210
was
tew
ater
trea
tmen
t pla
nts
and
two
refe
renc
e st
ream
s (40
sa
mpl
es)
Gly
phos
ate,
rang
e ≤
0.1–
2 μg
/L
AM
PA, r
ange
≤ 0
.1–4
μg/
LA
MPA
was
det
ecte
d m
ore
freq
uent
ly (6
7.5%
) tha
n gl
ypho
sate
(17.
5%)
Kol
pin
et a
l. (2
006)
Can
ada,
200
23
wet
land
s and
10
agri
cultu
ral
stre
ams (
74 sa
mpl
es)
Rang
e, <
0.0
2–6.
08 μ
g/L
Gly
phos
ate
was
det
ecte
d in
mos
t of
the
wet
land
s and
stre
ams (
22%
of
sam
ples
)
Hum
phri
es et
al.
(200
5)
Col
ombi
a, y
ear N
R5
area
s nea
r cro
ps a
nd c
oca
erad
icat
ion
(24
sam
ples
)M
axim
um c
once
ntra
tion,
30
.1 μ
g/L
(min
imum
and
mea
n,
NR)
Gly
phos
ate
dete
cted
in 8
% o
f sa
mpl
es (M
DL,
25
μg/L
)So
lom
on et
al.,
(200
7)
Den
mar
k, 2
010–
2012
4 ag
ricu
ltura
l site
s (45
0 sa
mpl
es)
Rang
e, <
0.1
–31.
0 μg
/LG
lyph
osat
e de
tect
ed in
23%
of
sam
ples
; AM
PA d
etec
ted
in 2
5%
of sa
mpl
es
Brüc
h et
al.
(201
3)
AM
PA, a
min
omet
hylp
hosp
honi
c ac
id; M
DL,
met
hod
dete
ctio
n lim
it; N
R, d
ata
not r
epor
ted
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IARC MonogRAphs – 112
10
Tabl
e 1.
4 Co
ncen
trat
ions
of g
lyph
osat
e in
food
Cou
ntry
, yea
rTy
pe o
f foo
dR
esul
tsC
omm
ents
/add
itio
nal d
ata
Ref
eren
ce
Den
mar
k, 1
998,
199
9C
erea
ls>
50%
of s
ampl
es h
ad d
etec
tabl
e re
sidue
s M
eans
: 0.0
8 m
g/kg
in 1
999
and
0.11
mg/
kg in
199
8
49 sa
mpl
es o
f the
199
8 ha
rves
t 46
sam
ples
of t
he 1
999
harv
est
Gra
nby
& V
ahl (
2001
)
27 E
urop
ean
Uni
on
mem
ber s
tate
s, N
orw
ay
and
Icel
and,
200
7
350
diffe
rent
food
co
mm
oditi
es0.
04%
of 2
302
frui
t, ve
geta
ble
and
cere
al sa
mpl
es
9.5%
of 4
09 c
erea
l sam
ples
74 3
05 to
tal s
ampl
esEF
SA (2
009)
Aus
tral
ia, 2
006
Com
posit
e sa
mpl
e of
food
s co
nsum
ed in
24
hour
s75
% o
f sam
ples
had
det
ecta
ble
resid
ues
Mea
n, 0
.08
mg/
kg
Rang
e, <
0.0
05 to
0.5
mg/
kg
20 to
tal s
ampl
es fr
om 4
3 pr
egna
nt w
omen
McQ
ueen
et a
l. (2
012)
Tabl
e 1.
5 Co
ncen
trat
ions
of g
lyph
osat
e an
d A
MPA
in u
rine
and
ser
um in
the
gene
ral p
opul
atio
n
Cou
ntry
, per
iod
Subj
ects
Res
ults
Com
men
ts/a
ddit
iona
l dat
aR
efer
ence
Uri
ne18
Eur
opea
n co
untr
ies,
2013
162
indi
vidu
als
Ari
thm
etic
mea
n of
gly
phos
ate
conc
entr
atio
n:
0.21
µg/
L (m
axim
um, 1
.56
µg/L
) A
rith
met
ic m
ean
of A
MPA
co
ncen
trat
ion:
0.
19 µ
g/L
(max
imum
, 2.6
3 µg
/L)
44%
of s
ampl
es h
ad q
uant
ifiab
le
leve
ls of
gly
phos
ate
and
36%
had
qu
antifi
able
leve
ls of
AM
PA
MLH
B (2
013)
Col
ombi
a, 2
005–
2006
112
resid
ents
of a
reas
sp
raye
d fo
r dru
g er
adic
atio
n
Ari
thm
etic
mea
n (r
ange
) of
glyp
hosa
te c
once
ntra
tion:
7.
6 µg
/L (N
D–1
30 µ
g/L)
A
rith
met
ic m
ean
(ran
ge) o
f AM
PA
conc
entr
atio
n:
1.6
µg/L
(ND
–56
µg/L
)
40%
of s
ampl
es h
ad d
etec
tabl
e le
vels
of g
lyph
osat
e an
d 4%
had
de
tect
able
leve
ls of
AM
PA (L
OD
s, 0.
5 an
d 1.
0 µg
/L, r
espe
ctiv
ely)
U
rina
ry g
lyph
osat
e w
as a
ssoc
iate
d w
ith u
se in
agr
icul
ture
Varo
na et
al.
(200
9)
Seru
mC
anad
a, N
R30
pre
gnan
t wom
en
and
39 n
on-p
regn
ant
wom
en
ND
in se
rum
of p
regn
ant w
omen
or
cord
seru
m;
Ari
thm
etic
mea
n, 7
3.6
ng/L
, (r
ange
, ND
–93.
6 ng
/L) i
n no
n-pr
egna
nt w
omen
No
subj
ect h
ad w
orke
d or
live
d w
ith a
spou
se w
orki
ng in
con
tact
w
ith p
estic
ides
LO
D, 1
5 µg
/L
Ari
s & L
ebla
nc (2
011)
AM
PA, a
min
omet
hylp
hosp
honi
c ac
id; L
OD
, lim
it of
det
ectio
n; N
D, n
ot d
etec
ted;
NR
, not
repo
rted
-
glyphosate
11
2. Cancer in Humans
2.0 general discussion of epidemiological studies
A general discussion of the epidemiological studies on agents considered in Volume 112 of the IARC Monographs is presented in Section 2.0 of the Monograph on Malathion.
2.1 Cohort studies
See Table 2.1The Agricultural Health Study (AHS), a large
prospective cohort study conducted in Iowa and North Carolina in the USA, is the only cohort study to date to have published findings on expo-sure to glyphosate and the risk of cancer at many different sites (Alavanja et al., 1996; NIH, 2015) (see Section 2.0 of the Monograph on Malathion, in the present volume, for a detailed description of this study).
The enrolment questionnaire from the AHS sought information on the use of 50 pesticides (ever or never exposure), crops grown and live-stock raised, personal protective equipment used, pesticide application methods used, other agri-cultural activities and exposures, nonfarm occup ational exposures, and several lifestyle, medical, and dietary variables. The duration (years) and frequency (days per year) of use was investigated for 22 of the 50 pesticides in the enrolment ques-tionnaire. [Blair et al. (2011) assessed the possible impact of misclassification of occupational pesti-cide exposure on relative risks, demonstrating that nondifferential exposure misclassification biases relative risk estimates towards the null in the AHS and tends to decrease the study power.]
The first report of cancer incidence associated with pesticide use in the AHS cohort considered cancer of the prostate (Alavanja et al., 2003). Risk estimates for exposure to glyphosate were not presented, but no significant exposure–response
association with cancer of the prostate was found. In an updated analysis of the AHS (1993 to 2001), De Roos et al. (2005a) (see below) also found no association between exposure to glyphosate and cancer of the prostate (relative risk, RR, 1.1; 95% CI, 0.9–1.3) and no exposure–response trend (P value for trend = 0.69).
De Roos et al. (2005a) also evaluated associ-ations between exposure to glyphosate and the incidence of cancer at several other sites. The prevalence of ever-use of glyphosate was 75.5% (> 97% of users were men). In this analysis, expo-sure to glyphosate was defined as: (a) ever personally mixed or applied products containing glyphosate; (b) cumulative lifetime days of use, or “cumulative exposure days” (years of use × days/year); and (c) intensity-weighted cumulative exposure days (years of use × days/year × estimated intensity level). Poisson regression was used to estimate exposure–response relations between expo-sure to glyphosate and incidence of all cancers combined, and incidence of 12 cancer types: lung, melanoma, multiple myeloma, and non-Hodgkin lymphoma (see Table 2.1) as well as oral cavity, colon, rectum, pancreas, kidney, bladder, prostate, and leukaemia (results not tabulated). Exposure to glyphosate was not associated with all cancers combined (RR, 1.0; 95% CI, 0.9–1.2; 2088 cases). For multiple myeloma, the relative risk was 1.1 (95% CI, 0.5–2.4; 32 cases) when adjusted for age, but was 2.6 (95% CI, 0.7–9.4) when adjusted for multiple confounders (age, smoking, other pesticides, alcohol consumption, family history of cancer, and education); in analyses by cumu-lative exposure-days and intensity-weighted exposure-days, the relative risks were around 2.0 in the highest tertiles. Furthermore, the associ-ation between multiple myeloma and exposure to glyphosate only appeared within the subgroup for which complete data were available on all the covariates; even without any adjustment, the risk of multiple myeloma associated with glypho-sate use was increased by twofold among the smaller subgroup with available covariate data
-
IARC MonogRAphs – 112
12
Tabl
e 2.
1 Co
hort
stu
dies
of c
ance
r and
exp
osur
e to
gly
phos
ate
Ref
eren
ce,
stud
y lo
cati
on,
enro
lmen
t pe
riod
/follo
w-
up, s
tudy
-des
ign
Popu
lati
on si
ze, d
escr
ipti
on,
expo
sure
ass
essm
ent m
etho
dO
rgan
site
(I
CD
cod
e)Ex
posu
re
cate
gory
or
leve
l
Expo
sed
case
s/
deat
hs
Ris
k es
tim
ate
(95%
CI)
Cov
aria
tes
cont
rolle
dC
omm
ents
De
Roos
et a
l. (2
005a
) Io
wa
and
Nor
th
Car
olin
a, U
SA
1993
–200
1
54 3
15 (a
fter e
xclu
sions
, fro
m a
tota
l co
hort
of 5
7 31
1) li
cens
ed p
estic
ide
appl
icat
ors
Expo
sure
ass
essm
ent m
etho
d:
ques
tionn
aire
; sem
i-qua
ntita
tive
asse
ssm
ent f
rom
self-
adm
inis
tere
d qu
estio
nnai
re
Lung
Ever
use
NR
0.9
(0.6
–1.3
)A
ge, s
mok
ing,
ot
her
pest
icid
es,
alco
hol
cons
umpt
ion,
fa
mily
his
tory
of
can
cer,
educ
atio
n
AH
S C
ance
r site
s in
vest
igat
ed: l
ung,
m
elan
oma,
mul
tiple
m
yelo
ma
and
NH
L (r
esul
ts ta
bula
ted)
as
wel
l as o
ral c
avity
, co
lon,
rect
um, p
ancr
eas,
kidn
ey, b
ladd
er, p
rost
ate
and
leuk
aem
ia (r
esul
ts
not t
abul
ated
) [S
tren
gths
: lar
ge c
ohor
t; sp
ecifi
c as
sess
men
t of
gly
phos
ate;
se
miq
uant
itativ
e ex
posu
re a
sses
smen
t. Li
mita
tions
: ris
k es
timat
es b
ased
on
self-
repo
rted
exp
osur
e;
limite
d to
lice
nsed
ap
plic
ator
s; po
tent
ial
expo
sure
to m
ultip
le
pest
icid
es]
Cum
ulat
ive
expo
sure
da
ys:
1–20
401
(ref
.)21
–56
260.
9 (0
.5–1
.5)
57–2
678
260.
7 (0
.4–1
.2)
Tren
d-te
st P
val
ue: 0
.21
Mel
anom
aEv
er u
seN
R1.
6 (0
.8–3
)1–
2023
1 (r
ef.)
21–5
620
1.2
(0.7
–2.3
)57
–267
814
0.9
(0.5
–1.8
)Tr
end-
test
P v
alue
: 0.7
7M
ultip
le
mye
lom
aEv
er u
seN
R2.
6 (0
.7–9
.4)
1–20
81
(ref
.)21
–56
51.
1 (0
.4–3
.5)
Tren
d-te
st P
val
ue: 0
.27
NH
LEv
er u
seN
R1.
1 (0
.7–1
.9)
1–20
291
(ref
.)21
–56
150.
7 (0
.4–1
.4)
57–2
678
170.
9 (0
.5–1
.6)
Tren
d-te
st P
val
ue: 0
.73
-
glyphosate
13
Ref
eren
ce,
stud
y lo
cati
on,
enro
lmen
t pe
riod
/follo
w-
up, s
tudy
-des
ign
Popu
lati
on si
ze, d
escr
ipti
on,
expo
sure
ass
essm
ent m
etho
dO
rgan
site
(I
CD
cod
e)Ex
posu
re
cate
gory
or
leve
l
Expo
sed
case
s/
deat
hs
Ris
k es
tim
ate
(95%
CI)
Cov
aria
tes
cont
rolle
dC
omm
ents
Flow
er et
al.
(200
4)
Iow
a an
d N
orth
C
arol
ina,
USA
En
rolm
ent,
1993
–199
7;
follo
w-u
p,
1975
–199
8
21 3
75; c
hild
ren
(age
d
-
IARC MonogRAphs – 112
14
Ref
eren
ce,
stud
y lo
cati
on,
enro
lmen
t pe
riod
/follo
w-
up, s
tudy
-des
ign
Popu
lati
on si
ze, d
escr
ipti
on,
expo
sure
ass
essm
ent m
etho
dO
rgan
site
(I
CD
cod
e)Ex
posu
re
cate
gory
or
leve
l
Expo
sed
case
s/
deat
hs
Ris
k es
tim
ate
(95%
CI)
Cov
aria
tes
cont
rolle
dC
omm
ents
And
reot
ti et
al.
(200
9)
Iow
a an
d N
orth
C
arol
ina,
USA
En
rolm
ent,
1993
–199
7;
follo
w-u
p to
20
04
Nes
ted
case
–co
ntro
l stu
dy
Cas
es: 9
3 (r
espo
nse
rate
, NR)
; ide
ntifi
ed
from
pop
ulat
ion-
base
d st
ate-
canc
er
regi
stri
es. I
ncid
ent c
ases
dia
gnos
ed
betw
een
enro
lmen
t and
31
Dec
embe
r 20
04 (>
9 y
ears
follo
w-u
p) in
clud
ed in
th
e an
alys
is. P
artic
ipan
ts w
ith a
ny ty
pe
of p
reva
lent
can
cer a
t enr
olm
ent w
ere
excl
uded
. Vita
l sta
tus w
as o
btai
ned
from
th
e st
ate
deat
h re
gist
ries
and
the
Nat
iona
l D
eath
Inde
x. P
artic
ipan
ts w
ho le
ft N
orth
C
arol
ina
or Io
wa
wer
e no
t sub
sequ
ently
fo
llow
ed fo
r can
cer o
ccur
renc
e. C
ontr
ols:
82 5
03 (r
espo
nse
rate
, NR)
; can
cer-
free
pa
rtic
ipan
ts e
nrol
led
in th
e co
hort
Ex
posu
re a
sses
smen
t met
hod:
qu
estio
nnai
re p
rovi
ding
det
aile
d pe
stic
ide
use,
dem
ogra
phic
and
life
styl
e in
form
atio
n. E
ver-
use
of 2
4 pe
stic
ides
and
in
tens
ity-w
eigh
ted
lifet
ime
days
[(lif
etim
e ex
posu
re d
ays)
× (e
xpos
ure
inte
nsity
sc
ore)
] of 1
3 pe
stic
ides
was
ass
esse
d
Panc
reas
(C
25.0
–C
25.9
)
Ever
ex
posu
re to
gl
ypho
sate
551.
1 (0
.6–1
.7)
Age
, sm
okin
g,
diab
etes
AH
S [S
tren
gths
: lar
ge c
ohor
t. Li
mita
tions
: bas
ed o
n se
lf-re
port
ed e
xpos
ure;
lim
ited
to li
cens
ed
appl
icat
ors;
pote
ntia
l ex
posu
re to
mul
tiple
pe
stic
ides
]
Low
(<
185
day
s)29
Hig
h
(≥ 1
85 d
ays)
19
Tren
d-te
st P
val
ue: 0
.85
AH
S, A
gric
ultu
ral H
ealth
Stu
dy; N
HL,
non
-Hod
gkin
lym
phom
a; N
R, n
ot re
port
ed
Tabl
e 2.
1 (
cont
inue
d)
-
glyphosate
15
(De Roos et al., 2005b). [The study had limited power for the analysis of multiple myeloma; there were missing data on covariates when multiple adjustments were done, limiting the interpreta-tion of the findings.] A re-analysis of these data conducted by Sorahan (2015) confirmed that the excess risk of multiple myeloma was present only in the subset with no missing information (of 22 cases in the restricted data set). In a subsequent cross-sectional analysis of 678 male participants from the same cohort, Landgren et al. (2009) did not find an association between exposure to glyphosate and risk of monoclonal gammopathy of undetermined significance (MGUS), a prema-lignant plasma disorder that often precedes multiple myeloma (odds ratio, OR, 0.5; 95% CI, 0.2–1.0; 27 exposed cases).
Flower et al. (2004) reported the results of the analyses of risk of childhood cancer associated with pesticide application by parents in the AHS. The analyses for glyphosate were conducted among 17 357 children of Iowa pesticide appli-cators from the AHS. Parents provided data via questionnaires (1993–1997) and the cancer follow-up (retrospectively and prospectively) was done through the state cancer registries. Fifty incident childhood cancers were identi-fied (1975–1998; age, 0–19 years). For all the children of the pesticide applicators, risk was increased for all childhood cancers combined, for all lymphomas combined, and for Hodgkin lymphoma, compared with the general popula-tion. The odds ratio for use of glyphosate and risk of childhood cancer was 0.61 (95% CI, 0.32–1.16; 13 exposed cases) for maternal use and 0.84 (95% CI, 0.35–2.34; 6 exposed cases) for paternal use. [The Working Group noted that this analysis had limited power to study a rare disease such as childhood cancer.]
Engel et al. (2005) reported on incidence of cancer of the breast among farmers’ wives in the AHS cohort, which included 30 454 women with no history of cancer of the breast before enrol-ment in 1993–1997. Information on pesticide use
and other factors was obtained at enrolment by self-administered questionnaire from the women and their husbands. A total of 309 incident cases of cancer of the breast were identified until 2000. There was no difference in incidence of cancer of the breast for women who reported ever applying pesticides compared with the general popula-tion. The relative risk for cancer of the breast among women who had personally used glypho-sate was 0.9 (95% CI, 0.7–1.1; 82 cases) and 1.3 (95% CI, 0.8–1.9; 109 cases) among women who never used pesticides but whose husband had used glyphosate. [No information on duration of glyphosate use by the husband was presented.] Results for glyphosate were not further stratified by menopausal status.
Lee et al. (2007) investigated the relation-ship between exposure to agricultural pesticides and incidence of cancer of the colorectum in the AHS. A total of 56 813 pesticide applicators with no prior history of cancer of the colorectum were included in this analysis, and 305 incident cancers of the colorectum (colon, 212; rectum, 93) were diagnosed during the study period, 1993–2002. Most of the 50 pesticides studied were not associated with risk of cancer of the colorectum, and the relative risks with expo-sure to glyphosate were 1.2 (95% CI, 0.9–1.6), 1.0 (95% CI, 0.7–1.5), and 1.6 (95% CI, 0.9–2.9) for cancers of the colorectum, colon, and rectum, respectively.
Andreotti et al. (2009) examined associations between the use of pesticides and cancer of the pancreas using a case–control analysis nested in the AHS. This analysis included 93 incident cases of cancer of the pancreas (64 applicators, 29 spouses) and 82 503 cancer-free controls who completed the enrolment questionnaire. Ever-use of 24 pesticides and intensity-weighted life-time days [(lifetime exposure days) × (exposure intensity score)] of 13 pesticides were assessed. Risk estimates were calculated controlling for age, smoking, and diabetes. The odds ratio for ever- versus never-exposure to glyphosate was
-
IARC MonogRAphs – 112
16
1.1 (95% CI, 0.6–1.7; 55 exposed cases), while the odds ratio for the highest category of level of intensity-weighted lifetime days was 1.2 (95% CI, 0.6–2.6; 19 exposed cases).
Dennis et al. (2010) reported that exposure to glyphosate was not associated with cutaneous melanoma within the AHS. [The authors did not report a risk estimate.]
2.2 Case–control studies on non-hodgkin lymphoma, multiple myeloma, and leukaemia
2.2.1 Non-Hodgkin lymphoma
See Table 2.2
(a) Case–control studies in the midwest USA
Cantor et al. (1992) conducted a case–control study of incident non-Hodgkin lymphoma (NHL) among males in Iowa and Minnesota, USA (see the Monograph on Malathion, Section 2.0, for a detailed description of this study). A total of 622 white men and 1245 population-based controls were interviewed in person. The association with farming occupation and specific agricultural exposures were evaluated. When compared with non-farmers, the odds ratios for NHL were 1.2 (95% CI, 1.0–1.5) for men who had ever farmed, and 1.1 (95% CI, 0.7–1.9; 26 exposed cases; adjusted for vital status, age, state, cigarette smoking status, family history of lymphohaemato poietic cancer, high-risk occupations, and high-risk exposures) for ever handling glyphosate. [There was low power to assess the risk of NHL associ-ated with exposure to glyphosate. There was no adjustment for other pesticides. These data were included in the pooled analysis by De Roos et al. (2003).]
Brown et al. (1993) reported the results of a study to evaluate the association between multiple myeloma and agricultural risk factors in the midwest USA (see the Monograph on
Malathion, Section 2.0, for a detailed description of this study). A population-based case–control study of 173 white men with multiple myeloma and 650 controls was conducted in Iowa, USA, an area with a large farming population. A non-sig-nificantly elevated risk of multiple myeloma was seen among farmers compared with never-farmers. The odds ratio related to exposure to glyphosate was 1.7 (95% CI, 0.8–3.6; 11 exposed cases). [This study had limited power to assess the association between multiple myeloma and exposure to glyphosate. Multiple myeloma is now considered to be a subtype of NHL.]
De Roos et al. (2003) used pooled data from three case–control studies of NHL conducted in the 1980s in Nebraska (Zahm et al., 1990), Kansas (Hoar et al., 1986), and in Iowa and Minnesota (Cantor et al., 1992) (see the Monograph on Malathion, Section 2.0, for a detailed description of these studies) to examine pesticide exposures in farming as risk factors for NHL in men. The study population included 870 cases and 2569 controls; 650 cases and 1933 controls were included for the analysis of 47 pesticides controlling for potential confounding by other pesticides. Both logistic regression and hierarchical regression (adjusted estimates were based on prior distributions for the pesticide effects, which provides more conservative estimates than logistic regression) were used in data analysis, and all models were essentially adjusted for age, study site, and other pesticides. Reported use of glyphosate as well as several individual pesticides was associated with increased incidence of NHL. Based on 36 cases exposed, the odds ratios for the association between exposure to glyphosate and NHL were 2.1 (95% CI, 1.1–4.0) in the logistic regression analyses and 1.6 (95% CI, 0.9–2.8) in the hier-archical regression analysis. [The numbers of cases and controls were lower than those in the pooled analysis by Waddell et al. (2001) because only subjects with no missing data on pesticides were included. The strengths of this study when compared with other studies are that it was large,
-
glyphosate
17
Tabl
e 2.
2 Ca
se–c
ontr
ol s
tudi
es o
f leu
kaem
ia a
nd ly
mph
oma
and
expo
sure
to g
lyph
osat
e
Ref
eren
ce,
loca
tion
, en
rolm
ent
peri
od
Popu
lati
on si
ze, d
escr
ipti
on,
expo
sure
ass
essm
ent m
etho
dO
rgan
site
(I
CD
cod
e)Ex
posu
re
cate
gory
or
leve
l
Expo
sed
case
s/
deat
hs
Ris
k es
tim
ate
(95%
CI)
Cov
aria
tes
cont
rolle
dC
omm
ents
USA
Brow
n et
al.
(199
0)
Iow
a an
d M
inne
sota
, USA
19
81–1
983
Cas
es: 5
78 (3
40 li
ving
, 238
de
ceas
ed) (
resp
onse
rate
, 86%
); ca
ncer
regi
stry
or h
ospi
tal
reco
rds
Con
trol
s: 12
45 (8
20 li
ving
, 42
5 de
ceas
ed) (
resp
onse
rate
, 77
–79%
); ra
ndom
-dig
it di
allin
g fo
r tho
se a
ged
< 65
yea
rs a
nd
Med
icar
e fo
r tho
se a
ged
≥ 65
ye
ars
Expo
sure
ass
essm
ent m
etho
d:
ques
tionn
aire
Leuk
aem
iaA
ny
glyp
hosa
te15
0.9
(0.5
–1.6
)A
ge, v
ital s
tatu
s, st
ate,
toba
cco
use,
fa
mily
his
tory
ly
mph
opoi
etic
ca
ncer
, hig
h-ri
sk
occu
patio
ns, h
igh
risk
exp
osur
es
[Str
engt
hs: l
arge
po
pula
tion
base
d st
udy
in a
farm
ing
area
. Li
mita
tions
: not
co
ntro
lled
for
expo
sure
to o
ther
pe
stic
ides
. Lim
ited
pow
er fo
r gly
phos
ate
expo
sure
]
Can
tor e
t al.
(199
2)
Iow
a an
d M
inne
sota
, USA
19
80–1
982
Cas
es: 6
22 (r
espo
nse
rate
, 89.
0%);
Iow
a he
alth
regi
stry
reco
rds
and
Min
neso
ta h
ospi
tal a
nd
path
olog
y re
cord
s C
ontr
ols:
1245
(res
pons
e ra
te,
76–7
9%);
popu
latio
n-ba
sed;
no
can
cer o
f the
lym
pho-
haem
atop
oiet
ic sy
stem
; fr
eque
ncy-
mat
ched
to c
ases
by
age
(5-y
ear g
roup
), vi
tal s
tatu
s, st
ate.
Ran
dom
-dig
it di
allin
g (a
ged
-
IARC MonogRAphs – 112
18
Ref
eren
ce,
loca
tion
, en
rolm
ent
peri
od
Popu
lati
on si
ze, d
escr
ipti
on,
expo
sure
ass
essm
ent m
etho
dO
rgan
site
(I
CD
cod
e)Ex
posu
re
cate
gory
or
leve
l
Expo
sed
case
s/
deat
hs
Ris
k es
tim
ate
(95%
CI)
Cov
aria
tes
cont
rolle
dC
omm
ents
Brow
n et
al.
(199
3)
Iow
a, U
SA
1981
–198
4
Cas
es: 1
73 (r
espo
nse
rate
, 84%
); Io
wa
heal
th re
gist
ry
Con
trol
s: 65
0 (r
espo
nse
rate
, 78
%);
Rand
om-d
igit
dial
ling
(age
d <
65 y
ears
) and
Med
icar
e (a
ged
> 65
yea
rs)
Expo
sure
ass
essm
ent m
etho
d:
ques
tionn
aire
Mul
tiple
m
yelo
ma
Any
gl
ypho
sate
111.
7 (0
.8–3
.6)
Age
, vita
l sta
tus
[Str
engt
hs:
popu
latio
n-ba
sed
stud
y. A
reas
with
hig
h pr
eval
ence
of f
arm
ing.
Li
mita
tions
: lim
ited
pow
er fo
r gly
phos
ate
expo
sure
]
De
Roos
et a
l. (2
003)
N
ebra
ska,
Iow
a,
Min
neso
ta,
Kan
sas,
USA
19
79–1
986
Cas
es: 6
50 (r
espo
nse
rate
, 74.
7%);
canc
er re
gist
ries
and
hos
pita
l re
cord
s C
ontr
ols:
1933
(res
pons
e ra
te,
75.2
%);
rand
om-d
igit
dial
ling,
M
edic
are,
stat
e m
orta
lity
files
Ex
posu
re a
sses
smen
t met
hod:
qu
estio
nnai
re; i
nter
view
(dir
ect
or n
ext-
of-k
in)
NH
LA
ny
glyp
hosa
te
expo
sure
362.
1 (1
.1–4
)A
ge, s
tudy
are
a,
othe
r pes
ticid
esBo
th lo
gist
ic
regr
essio
n an
d hi
erar
chic
al re
gres
sion
wer
e us
ed in
dat
a an
alys
is, t
he la
tter
pr
ovid
ing
mor
e co
nser
vativ
e es
timat
es
[Str
engt
hs: i
ncre
ased
po
wer
whe
n co
mpa
red
with
oth
er st
udie
s, po
pula
tion-
base
d, a
nd
cond
ucte
d in
farm
ing
area
s. A
dvan
ced
anal
ytic
al m
etho
ds to
ac
coun
t for
mul
tiple
ex
posu
res]
In
clud
ed p
artic
ipan
ts
from
Can
tor e
t al.
(199
2), Z
ahm
et a
l. (1
990)
, Hoa
r et a
l. (1
986)
, and
Bro
wn
et
al. (
1990
)
Tabl
e 2.
2 (
cont
inue
d)
-
glyphosate
19
Ref
eren
ce,
loca
tion
, en
rolm
ent
peri
od
Popu
lati
on si
ze, d
escr
ipti
on,
expo
sure
ass
essm
ent m
etho
dO
rgan
site
(I
CD
cod
e)Ex
posu
re
cate
gory
or
leve
l
Expo
sed
case
s/
deat
hs
Ris
k es
tim
ate
(95%
CI)
Cov
aria
tes
cont
rolle
dC
omm
ents
Lee
et a
l. (2
004a
) Io
wa,
Min
neso
ta
and
Neb
rask
a,
USA
19
80–1
986
Cas
es: 8
72 (r
espo
nse
rate
, NR)
; di
agno
sed
with
NH
L fr
om 1
980
to 1
986
C
ontr
ols:
2381
(res
pons
e ra
te,
NR)
; fre
quen
cy-m
atch
ed
cont
rols
Expo
sure
ass
essm
ent m
etho
d:
ques
tionn
aire
; inf
orm
atio
n on
us
e of
pes
ticid
es a
nd h
isto
ry o
f as
thm
a w
as b
ased
on
inte
rvie
ws
NH
LEx
pose
d to
gl
ypho
sate
–
non-
asth
mat
ics
531.
4 (0
.98–
2.1)
Age
, vita
l sta
tus,
stat
e17
7 pa
rtic
ipan
ts
(45
NH
L ca
ses,
132
cont
rols)
repo
rted
ha
ving
bee
n to
ld b
y th
eir d
octo
r tha
t the
y ha
d as
thm
aEx
pose
d to
gl
ypho
sate
–
asth
mat
ics
61.
2 (0
.4–3
.3)
Can
ada
McD
uffie
et a
l. (2
001)
C
anad
a 19
91–1
994
Cas
es: 5
17 (r
espo
nse
rate
, 67.1
%),
from
can
cer r
egis
trie
s and
ho
spita
ls C
ontr
ols:
1506
(res
pons
e ra
te,
48%
); ra
ndom
sam
ple
from
he
alth
insu
ranc
e an
d vo
ting
reco
rds
Expo
sure
ass
essm
ent
met
hod:
que
stio
nnai
re, s
ome
adm
inis
tere
d by
tele
phon
e, so
me
by p
ost
NH
LEx
pose
d to
gl
ypho
sate
511.
2 (0
.83–
1.74
)A
ge, p
rovi
nce
of
resid
ence
Cro
ss-C
anad
a st
udy
[Str
engt
hs: l
arge
po
pula
tion
base
d st
udy.
Lim
itatio
ns:
no q
uant
itativ
e ex
posu
re d
ata.
Ex
posu
re a
sses
smen
t by
que
stio
nnai
re.
Rela
tivel
y lo
w
part
icip
atio
n]
Une
xpos
ed46
41
> 0
and
≤ 2
days
281.
0 (0
.63–
1.57
)
> 2
days
232.
12 (1
.2–3
.73)
Tabl
e 2.
2 (
cont
inue
d)
-
IARC MonogRAphs – 112
20
Ref
eren
ce,
loca
tion
, en
rolm
ent
peri
od
Popu
lati
on si
ze, d
escr
ipti
on,
expo
sure
ass
essm
ent m
etho
dO
rgan
site
(I
CD
cod
e)Ex
posu
re
cate
gory
or
leve
l
Expo
sed
case
s/
deat
hs
Ris
k es
tim
ate
(95%
CI)
Cov
aria
tes
cont
rolle
dC
omm
ents
Kar
unan
ayak
e et
al.
(201
2)
Six
prov
ince
s in
Can
ada
(Que
bec,
Ont
ario
, M
anito
ba,
Sask
atch
ewan
, A
lber
ta, a
nd
Briti
sh C
olum
bia)
19
91–1
994
Inci
dent
cas
es: 3
16 (r
espo
nse
rate
, 68.
4%);
men
age
d ≥
19 y
ears
; as
cert
aine
d fr
om p
rovi
ncia
l ca
ncer
regi
stri
es, e
xcep
t in
Que
bec
(hos
pita
l asc
erta
inm
ent)
Con
trol
s: 15
06 (r
espo
nse
rate
, 48
%);
mat
ched
by
age
± 2
year
s to
be
com
para
ble
with
the
age
dist
ribu
tion
of th
e en
tire
case
gr
oup
(HL,
NH
L, M
M, a
nd
STS)
with
in e
ach
prov
ince
of
resid
ence
. Pot
entia
l con
trol
s (m
en a
ged
≥ 19
yea
rs) s
elec
ted
at
rand
om w
ithin
age
con
stra
ints
fr
om th
e pr
ovin
cial
hea
lth
insu
ranc
e re
cord
s (A
lber
ta,
Sask
atch
ewan
, Man
itoba
, Q
uebe
c), c
ompu
teri
zed
tele
phon
e lis
tings
(Ont
ario
), or
vo
ters
’ lis
ts (B
ritis
h C
olum
bia)
Ex
posu
re a
sses
smen
t met
hod:
qu
estio
nnai
re; s
tage
1 u
sed
a se
lf-ad
min
iste
red
post
al
ques
tionn
aire
; and
in st
age
2 de
taile
d pe
stic
ide
expo
sure
in
form
atio
n w
as c
olle
cted
by
tele
phon
e in
terv
iew
HL
(IC
DO
2 in
clud
ed
nodu
lar
scle
rosi
s (M
9656
/3;
M96
63/3
; M
9664
/3;
M96
65/3
; M
9666
/3;
M96
67/3
), ly
mph
ocyt
ic
pred
omin
ance
(M
9651
/3;
M96
57/3
; M
9658
/3;
M96
59/3
), m
ixed
ce
llula
rity
(M
9652
/3),
lym
phoc
ytic
de
plet
ion
(M96
53/3
; M
9654
/3),
mis
cella
neou
s (o
ther
M
9650
-M96
69
code
s for
HL)
Gly
phos
ate-
base
d fo
rmul
atio
n
381.1
4 (0
.74–1
.76)
Age
gro
up,
prov
ince
of
resid
ence
Cro
ss C
anad
a st
udy
Base
d on
the
stat
istic
al
anal
ysis
of p
ilot s
tudy
da
ta, i
t was
dec
ided
th
at th
e m
ost e
ffici
ent
defin
ition
of p
estic
ide
expo
sure
was
a
cum
ulat
ive
expo
sure
≥
10 h
ours
/yea
r to
any
com
bina
tion
of p
estic
ides
. This
disc
rim
inat
ed (a
) be
twee
n in
cide
ntal
, by
stan
der,
and
envi
ronm
enta
l ex
posu
re v
s mor
e in
tens
ive
expo
sure
, an
d (b
) bet
wee
n ca
ses
and
cont
rols
[Str
engt
hs: l
arge
stud
y. Li
mita
tions
: low
re
spon
se ra
tes]
Gly
phos
ate-
base
d fo
rmul
atio
n
380.
99 (0
.62–
1.56
)A
ge g
roup
, pr
ovin
ce o
f re
siden
ce, m
edic
al
hist
ory
Tabl
e 2.
2 (
cont
inue
d)
-
glyphosate
21
Ref
eren
ce,
loca
tion
, en
rolm
ent
peri
od
Popu
lati
on si
ze, d
escr
ipti
on,
expo
sure
ass
essm
ent m
etho
dO
rgan
site
(I
CD
cod
e)Ex
posu
re
cate
gory
or
leve
l
Expo
sed
case
s/
deat
hs
Ris
k es
tim
ate
(95%
CI)
Cov
aria
tes
cont
rolle
dC
omm
ents
Kac
huri
et a
l. (2
013)
Si
x C
anad
ian
prov
ince
s (Br
itish
C
olum
bia,
A
lber
ta,
Sask
atch
ewan
, M
anito
ba,
Ont
ario
and
Q
uebe
c)
1991
–199
4
Cas
es: 3
42 (r
espo
nse
rate
, 58%
); m
en a
ged
≥ 19
yea
rs d
iagn
osed
be
twee
n 19
91 a
nd 1
994
wer
e as
cert
aine
d fr
om p
rovi
ncia
l ca
ncer
regi
stri
es e
xcep
t in
Que
bec,
whe
re a
scer
tain
ed fr
om
hosp
itals
Con
trol
s: 13
57 (r
espo
nse
rate
, 48
%);
men
age
d ≥
19 y
ears
se
lect
ed ra
ndom
ly u
sing
pr
ovin
cial
hea
lth in
sura
nce
reco
rds,
rand
om d
igit
dial
ling,
or
vot
ers’
lists
, fre
quen
cy-
mat
ched
to c
ases
by
age
(±2
year
s) a
nd p
rovi
nce
of
resid
ence
Ex
posu
re a
sses
smen
t met
hod:
qu
estio
nnai
re
Mul
tiple
m
yelo
ma
Gly
phos
ate
use
321.1
9 (0
.76–
1.87
)A
ge, p
rovi
nce
of
resid
ence
, use
of a
pr
oxy
resp
onde
nt,
smok
ing
stat
us,
med
ical
var
iabl
es,
fam
ily h
isto
ry o
f ca
ncer
Cro
ss-C
anad
a st
udy
[Str
engt
hs:
popu
latio
n-ba
sed
case
–con
trol
stud
y. Li
mita
tions
: rel
ativ
ely
low
resp
onse
rate
s]
Use
of
glyp
hosa
te
(> 0
and
≤
2 da
ys p
er
year
)
150.
72 (0
.39–
1.32
)
Use
of
glyp
hosa
te
(> 2
day
s per
ye
ar)
122.
04 (0
.98–
4.23
)
Swed
enN
ords
tröm
et a
l. (1
998)
Sw
eden
19
87–1
992
Cas
es: 1
11 (r
espo
nse
rate
, 91%
); 12
1 H
CL
case
s in
men
iden
tified
fr
om S
wed
ish
canc
er re
gist
ry
Con
trol
s: 40
0 (r
espo
nse
rate
, 83
%);
484
(four
con
trol
s/ca
se)
mat
ched
for a
ge a
nd c
ount
y;
natio
nal p
opul
atio
n re
gist
ry
Expo
sure
ass
essm
ent m
etho
d:
ques
tionn
aire
; con
sider
ed
expo
sed
if m
inim
um e
xpos
ure
of 1
wor
king
day
(8 h
) and
an
indu
ctio
n pe
riod
of a
t lea
st
1 ye
ar
HC
LEx
pose
d to
gl
ypho
sate
43.
1 (0
.8–1
2)A
geO
verla
ps w
ith H
arde
ll et
al.
(200
2). H
CL
is a
su
btyp
e of
NH
L [S
tren
gths
: po
pula
tion-
base
d ca
se–c
ontr
ol st
udy.
Lim
itatio
ns: L
imite
d po
wer
. Ther
e w
as n
o ad
just
men
t for
oth
er
expo
sure
s]
Tabl
e 2.
2 (
cont
inue
d)
-
IARC MonogRAphs – 112
22
Ref
eren
ce,
loca
tion
, en
rolm
ent
peri
od
Popu
lati
on si
ze, d
escr
ipti
on,
expo
sure
ass
essm
ent m
etho
dO
rgan
site
(I
CD
cod
e)Ex
posu
re
cate
gory
or
leve
l
Expo
sed
case
s/
deat
hs
Ris
k es
tim
ate
(95%
CI)
Cov
aria
tes
cont
rolle
dC
omm
ents
Har
dell
&
Erik
sson
(199
9)
Nor
ther
n an
d m
iddl
e Sw
eden
19
87–1
990
Cas
es: 4
04 (1
92 d
ecea
sed)
(r
espo
nse
rate
, 91%
); re
gion
al
canc
er re
gist
ries
C
ontr
ols:
741
(res
pons
e ra
te,
84%
); liv
e co
ntro
ls m
atch
ed fo
r ag
e an
d co
unty
wer
e re
crui
ted
from
the
natio
nal p
opul
atio
n re
gist
ry, a
nd d
ecea
sed
case
s m
atch
ed fo
r age
and
yea
r of
deat
h w
ere
iden
tified
from
the
natio
nal r
egis
try
for c
ause
s of
deat
h Ex
posu
re a
sses
smen
t met
hod:
qu
estio
nnai
re
NH
L (I
CD
-9
200
and
202)
Ever
gl
ypho
sate
–
univ
aria
te
42.
3 (0
.4–1
3)N
ot sp
ecifi
ed in
th
e m
ultiv
aria
ble
anal
ysis
Ove
rlaps
with
Har
dell
et a
l. (2
002)
[S
tren
gths
: po
pula
tion-
base
d st
udy.
Lim
itatio
ns: f
ew
subj
ects
wer
e ex
pose
d to
gly
phos
ate
and
the
stud
y ha
d lim
ited
pow
er. A
naly
ses w
ere
“mul
tivar
iate
” but
co
vari
ates
wer
e no
t sp
ecifi
ed]
Ever
gl
ypho
sate
–
mul
tivar
iate
NR
5.8
(0.6
–54)
Har
dell
et a
l. (2
002)
Sw
eden
; fou
r N
orth
ern
coun
ties a
nd
thre
e co
untie
s in
mid
Sw
eden
19
87–1
992
Cas
es: 5
15 (r
espo
nse
rate
, 91%
in
bot
h st
udie
s); S
wed
ish
canc
er
regi
stry
C
ontr
ols:
1141
(res
pons
e ra
tes,
84%
and
83%
%);
natio
nal
popu
latio
n re
gist
ry
Expo
sure
ass
essm
ent m
etho
d:
ques
tionn
aire
NH
L an
d H
CL
Ever
gl
ypho
sate
ex
posu
re
(uni
vari
ate)
83.
04 (1
.08–
8.5)
Age
, cou
nty,
stud
y sit
e, v
ital s
tatu
s, ot
her p
estic
ides
in
the
mul
tivar
iate
an
alys
is
Ove
rlaps
with
N
ords
tröm
et a
l. (1
998)
and
Har
dell
&
Erik
sson
(199
9),
[Str
engt
hs: l
arge
po
pula
tion-
base
d st
udy.
Lim
itatio
ns:
limite
d po
wer
for
glyp
hosa
te e
xpos
ure]
Ever
gl
ypho
sate
ex
posu
re
(mul
tivar
iate
)
81.
85 (0
.55–
6.2)
Tabl
e 2.
2 (
cont
inue
d)
-
glyphosate
23
Ref
eren
ce,
loca
tion
, en
rolm
ent
peri
od
Popu
lati
on si
ze, d
escr
ipti
on,
expo
sure
ass
essm
ent m
etho
dO
rgan
site
(I
CD
cod
e)Ex
posu
re
cate
gory
or
leve
l
Expo
sed
case
s/
deat
hs
Ris
k es
tim
ate
(95%
CI)
Cov
aria
tes
cont
rolle
dC
omm
ents
Erik
sson
et a
l. (2
008)
Sw
eden
. Fou
r he
alth
serv
ice
area
s (Lu
nd,
Link
opin
g,
Ore
bro
and
Um
ea)
1999
–200
2
Cas
es: 9
10 (r
espo
nse
rate
, 91
%);
inci
dent
NH
L ca
ses
wer
e en
rolle
d fr
om u
nive
rsity
ho
spita
ls C
ontr
ols:
1016
(res
pons
e ra
te,
92%
); na
tiona
l pop
ulat
ion
regi
stry
Ex
posu
re a
sses
smen
t met
hod:
qu
estio
nnai
re
NH
LA
ny
glyp
hosa
te
292.
02 (1
.1–3
.71)
Age
, sex
, yea
r of
enro
lmen
t[S
tren
gths
: po
pula
tion-
base
d ca
se-c
ontr
ol.
Lim
itatio
ns: l
imite
d po
wer
for g
lyph
osat
e]
Any
gl
ypho
sate
* 29
1.51
(0.7
7–2.
94)
* Exp
osur
e to
oth
er
pest
icid
es (e
.g. M
PCA
) co
ntro
lled
in th
e an
alys
is
≤ 10
day
s per
ye
ar u
se12
1.69
(0.7
–4.0
7)
> 10
day
s per
ye
ar u
se17
2.36
(1.0
4–5.
37)
NH
L1–
10 y
rsN
R1.1
1 (0
.24–
5.08
)>
10 y
rsN
R2.
26 (1
.16–4
.4)
B-ce
ll ly
mph
oma
Expo
sure
to
glyp
hosa
teN
R1.8
7 (0.9
98–3
.51)
Lym
phoc
ytic
ly
mph
oma/
B-C
LL
Expo
sure
to
glyp
hosa
teN
R3.
35 (1
.42–
7.89)
Diff
use
larg
e B-
cell
lym
phom
a
Expo
sure
to
glyp
hosa
teN
R1.
22 (0
.44–
3.35
)
Folli
cula
r, gr
ade
I–II
IEx
posu
re to
gl
ypho
sate
NR
1.89
(0.6
2–5.
79)
Oth
er
spec
ified
B-c
ell
lym
phom
a
Expo
sure
to
glyp
hosa
teN
R1.6
3 (0.
53–4
.96)
Uns
peci
fied
B-ce
ll ly
mph
oma
Expo
sure
to
glyp
hosa
teN
R1.4
7 (0
.33–
6.61
)
T-ce
ll ly
mph
oma
Expo
sure
to
glyp
hosa
teN
R2.
29 (0
.51–
10.4
)
Uns
peci
fied
NH
LEx
posu
re to
gl
ypho
sate
NR
5.63
(1.4
4–22
)
Tabl
e 2.
2 (
cont
inue
d)
-
IARC MonogRAphs – 112
24
Ref
eren
ce,
loca
tion
, en
rolm
ent
peri
od
Popu
lati
on si
ze, d
escr
ipti
on,
expo
sure
ass
essm
ent m
etho
dO
rgan
site
(I
CD
cod
e)Ex
posu
re
cate
gory
or
leve
l
Expo
sed
case
s/
deat
hs
Ris
k es
tim
ate
(95%
CI)
Cov
aria
tes
cont
rolle
dC
omm
ents
Oth
er st
udie
s in
Euro
peO
rsi e
t al.
(200
9)
Fran
ce
2000
–200
4
Cas
es: 4
91 (r
espo
nse
rate
, 95.
7%);
case
s (24
4 N
HL;
87
HL;
104
LP
Ss; 5
6 M
M) w
ere
recr
uite
d fr
om m
ain
hosp
itals
of th
e Fr
ench
citi
es o
f Bre
st, C
aen,
N
ante
s, Li
lle, T
oulo
use
and
Bord
eaux
, age
d 20
–75
year
s; A
LL
case
s exc
lude
d C
ontr
ols:
456
(res
pons
e ra
te,
91.2
%);
mat
ched
on
age
and
sex,
re
crui
ted
in th
e sam
e hos
pita
ls as
th
e ca
ses,
mai
nly
in o
rtho
paed
ic
and
rheu
mat
olog
ical
de
part
men
ts a
nd re
sidin
g in
the
hosp
ital’s
cat
chm
ent a
rea
Expo
sure
ass
essm
ent m
etho
d:
ques
tionn
aire
NH
LA
ny
glyp
hosa
te
expo
sure
121.
0 (0
.5–2
.2)
Age
, cen
tre,
so
cioe
cono
mic
ca
tego
ry (b
lue/
whi
te c
olla
r)
[Lim
itatio
ns: l
imite
d po
wer
for g
lyph
osat
e]
HL
Any
exp
osur
e to
gly
phos
ate
61.
7 (0
.6–5
)
LPS
Any
exp
osur
e to
gly
phos
ate
40.
6 (0
.2–2
.1)
MM
Any
exp
osur
e to
gly
phos
ate
52.
4 (0
.8–7
.3)
All
lym
phoi
d ne
opla
sms
Any
exp
osur
e to
gly
phos
ate
271.
2 (0
.6–2
.1)
NH
L, d
iffus
e la
rge
cell
lym
phom
a
Occ
upat
iona
l us
e of
gl
ypho
sate
51.
0 (0
.3–2
.7)
NH
L, fo
llicu
lar
lym
phom
aO
ccup
atio
nal
expo
sure
to
glyp
hosa
te
31.
4 (0
.4–5
.2)
LPS/
CLL
Occ
upat
iona
l ex
posu
re to
gl
ypho
sate
20.
4 (0
.1–1
.8)
LPS/
HC
LO
ccup
atio
nal
expo
sure
to
glyp
hosa
te
21.
8 (0
.3–9
.3)
Tabl
e 2.
2 (
cont
inue
d)
-
glyphosate
25
Ref
eren
ce,
loca
tion
, en
rolm
ent
peri
od
Popu
lati
on si
ze, d
escr
ipti
on,
expo
sure
ass
essm
ent m
etho
dO
rgan
site
(I
CD
cod
e)Ex
posu
re
cate
gory
or
leve
l
Expo
sed
case
s/
deat
hs
Ris
k es
tim
ate
(95%
CI)
Cov
aria
tes
cont
rolle
dC
omm
ents
Coc
co et
al.
(201
3)C
zech
Rep
ublic
, Fr
ance
, Ger
man
y, It
aly,
Irel
and
and
Spai
n19
98–2
004
Cas
es: 2
348
(res
pons
e ra
te, 8
8%);
case
s wer
e al
l con
secu
tive
adul
t pa
tient
s firs
t dia
gnos
ed w
ith
lym
phom
a du
ring
the
stud
y pe
riod
, res
iden
t in
the
refe
rral
ar
ea o
f the
par
ticip
atin
g ce
ntre
sC
ontr
ols:
2462
(res
pons
e ra
te,
81%
hos
pita
l; 52
% p
opul
atio
n);
cont
rols
from
Ger
man
y an
d It
aly
wer
e ra
ndom
ly se
lect
ed
by sa
mpl
ing
from
the
gene
ral
popu
latio
n an
d m
atch
ed to
cas
es
on se
x, 5
-yea
r age
-gro
up, a
nd
resid
ence
are
a. Th
e re
st o
f the
ce
ntre
s use
d m
atch
ed h
ospi
tal
cont
rols
, exc
ludi
ng d
iagn
oses
of
canc
er, i
nfec
tious
dis
ease
s and
im
mun
odefi
cien
cy d
isea
ses
Expo
sure
ass
essm
ent m
etho
d:
ques
tionn
aire
; sup
port
of a
cro
p-ex
posu
re m
atri
x to
supp
lem
ent
the
avai
labl
e in
form
atio
n,
indu
stri
al h
ygie
nist
s and
oc
cupa
tiona
l exp
erts
in e
ach
part
icip
atin
g ce
ntre
revi
ewed
the
gene
ral q
uest
ionn
aire
s and
job
mod
ules
to a
sses
s exp
osur
e to
pe
stic
ides
B-ce
ll ly
mph
oma
Occ
upat
iona
l ex
posu
re to
gl
ypho
sate
43.
1 (0
.6–1
7.1)
Age
, sex
, ed
ucat
ion,
cen
tre
EPIL
YM
PH c
ase-
cont
rol s
tudy
in si
x Eu
rope
an c
ount
ries
ALL
, acu
te ly
mph
ocyt
ic le
ukae
mia
; B-C
LL, c
hron
ic ly
mph
ocyt
ic le
ukae
mia
; CL