Do contrasting social expectations along with biological differences lead men and women to be affected differently by environmental contaminants like mercury or pesticides? How do gender and sex interact and impact population health? Professor Donna Mergler has authored more than 150 scientific articles and has given many lectures around the world on the subject, and will share her research on how to promote social and gender considerations when conducting environmental health research.
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Promoting gender-based analysis in environmental health research
1. Promoting gender-based analysis in
environmental health research
Donna Mergler PhD
Professor emerita
Center for interdisciplinary studies on health, well-being, society
and environment
University of Quebec at Montreal
Principal Investigator
Canadian Institutes for Health Research Team on Gender,
Environment and Health
CEC, 2014
2. Lead poisoning in the 1920’ and
1930’s in the United States
– Alice Hamilton (1869 – 1970), the mother of modern occupational
health, did much work on lead poisoning
– Studies showed women workers had higher lead levels compared to
men and the prevalent notion was that women workers were more
susceptible to lead poisoning than male workers.
– By taking into account job category and socio-economic status, she
showed that when men and women were doing the same job, there
was no difference in their blood lead levels
– Since more women worked in the poorer paying jobs with higher
exposures, overall, women had higher blood lead levels as compared
to men1.
Hamilton A. Exploring the Dangerous Trades, Little Brown & Co., 1943
3. Photo: Hanna-Andrea Rother
A similar situation today for
pesticide poisonings?
• In 2002, enhanced surveillance of pesticide poisonings in South Africa
revealed that, contrary to the official statistics, women had a higher
prevalence of pesticide poisonings compared to men1:
– higher exposures in women, who did more seasonal work with high exposures
and were likewise more exposed in the home.
– women’s pesticide-related health problems were often misdiagnosed because
of the dominant belief that women were not exposed ‘like men’ to pesticides
• In 2004, a field study of 488 migrant workers in Mexico:
– women were six times more likely than men to have anemia and asthma,
twice more likely to have parasites and respiratory and gastrointestinal
diseases and 38% more likely to suffer from heart disease. Significantly more
women than men reported symptoms associated with pesticide poisoning2
1. London et al. Int J Occup Environ Health 2002; 8:46-59
2. Palacios-Nava et al. Salud pública de México 2004; 46: 286-293
4. Women Farmworkers in North America
• The percentage of women farm workers is increasing.
– In Mexico, in 1985, the number of women in the total population of
agricultural workers was about 20%, by 2004 it was estimated at 42.6%1.
– In California, women make up 26% of the seasonal agricultural workers2
• An important percentage of farming is done by migrant workers (from
one state to another or from one country to another), whose working
and living conditions are generally very poor. Researchers from Guelph
University have carried out studies with women migrant workers in
Ontario3 and produced a fact sheet…
1. cited in Ojinaga et al. in Genero, Ambiente y Contaminación por Sustancías Químicas 2012 p 67-78;
2. cited in Habib and Fathallah, Work 2012;41 Suppl 1:4356-62 2012
3. Preibisch & Encalada Grez, 2010; Journal of Women in Culture and Society 35: 289-316
5. • “In 2006, there were 15,576 SAWP workers in
Ontario, 393 were women; 75% came from Mexico
• Most of them are single mothers, in part due to
recruitment practices that limit placements in
Canada to this group.
• They value highly the wages they earn in Canada;
the money serves to support their family in Mexico.
• Women accede to their employers’ demands in order to maintain their
employers’ approval and preserve their tenure in the SAWP, even when
these put their health and safety at risk or violate their rights.
• Migrant women face greater restrictions on their mobility than men.
• They face considerable barriers in accessing public health care and other
social services required to address their gender‐specific needs
• They face a number of challenges when trying to parent across borders
• Migrant women are resilient, innovative individuals pioneering a new life
for their families”.
Preibisch & Encalada Grez Migrant Workers Fact Sheet,
Univerisity of Guelph – Rural Women Making Change 2008
6. Same sex, no sex, and unaware sex in
neurotoxicology (Weiss, 2011)
• “Males predominate in behavioral experiments, few such
experiments study both sexes, some investigators fail to even
describe the sex of their subjects, and in vitro studies tend to wholly
ignore sex, even for model systems aimed at neurological disorders
that display marked sex differences”.
• “In Volume 29 of Neurotoxicology (2008), the male:female ratio of
whole-animal, single sex studies was 40:1. Four were on both sexes”.
Weiss B. Neurotoxicology. 2011; 32:509-17
7. Articles in recent volumes of environmental
health journals
No. of
studies
No sex
Stratified
for
sex/gende
r
Animal
studies
17
2
(12%)
13
(76%)
1
(6%)
1
(6%)
0
Human
studies
25
3
(12%)
4
(16%)
5*
(20%)
13
(52%)
6
(24%)
* 3 were pregnant women
Neurotoxicology : vol 39 (2013); vol 40 (2014)
Environmental Health Perspectives: vol 121 (1) (2013)
Environmental Research: vol 129 (2014)
8. Consequences of not examining
gender and sex differences
• Under-estimation of the environment-related health problems in
one sex or the other (usually women) or both
• Health problems are attributed to other causes (susceptibility,
hysteria, complaining)
• Cycle of ignorance : There is less research on the particular situation
because it is not viewed as an environmentally-related problem and
thus not a “research priority” and thus not studied and if it’s not
studied, it’s not a problem
• Prevention strategies that target the source, the transmission or the
effects of environmental hazards do not necessarily address the
entire population.
9. Gender Differences in
Susceptibility to
Environmental
Factors: A Priority
Assessment
Scientific Group on
Methodologies for the Safety
Evaluation of Chemicals
(SCOPE, WHO, UNEP, IPCS)
1998
2012
10. Sex and gender
• In 2001, a committee from the Institute of Medicine
provided the following definitions:
– Sex: The classification of living things, generally as male or
female, according to their reproductive organs and functions
assigned by chromosomal complement. In most studies of
nonhuman animals, the term "sex" should be used.
– Gender: A person's self-representation as male or female, or
how that person is responded to by social institutions based on
the individual's gender presentation. Gender is rooted in biology
and shaped by environment and experience
1. Exploring the Biological Contributions to Human Health: Does Sex Matter?
Institute of Medicine, 2001
11. Gender and sex interact throughout the life
span
CONTACT WITH THE
ENVIRONMENT
GENDER
Infant and childhood
experiences
Adolescence
fetal growth and
development
Puberty
Childhood
growth and
development
SEX
Working and family life
Retirement
Menopause
Andropause
Reproduction,
pregnancy, breastfeeding,
Reproduction
Decline of
biological
functions
12. Fetal growth and
development
Childhood
growth and
development
•
DBCP, a pesticide used extensively in
banana plantations rendered men
sterile; until the cause was known
women were often “accused” of
infertility
•
In utero exposure to many toxics
commonly found in our
environments will affect developing
boys and girls differently
•
Childhood playing activities and
household chores may differ
between boys and girls translating
into different exposure patterns
•
Several toxic substances modify the
chronology of puberty…..
Infant and childhood
experiences
Puberty
Adolescence
Reproduction
Pregnancy
Breast-feeding
Working and family
life
Menopause
Andropause
Decline of biological
functions
Retirement
13. Fetal growth and
development
Childhood
growth and
development
Puberty
Pregnancy
Breast-feeding
Early breast development in girls after
prenatal exposure to non-persistent
pesticides
Mean age at breast development was
8.9 years in exposed girls vs. 10.4 years
in non-exposed.
Wohlfahrt-Veje et al, Int J Andrology 2012; 35: 272-282
Mothers working in
greenhouses with exposure
to pesticides in Denmark
14. Childhood growth,
development and puberty
Childhood experiences
• Menarche is occurring at a
younger age
• The period between the
appearance of secondary sexual
characteristics and menarche is
increasing
• Secondary sexual characteristics
are appearing much younger in
girls
• Endocrine modifiers may
contribute to these changes
Pinto, K.. J. Early Adolescence 2007; 27:509-544
15. Some examples of sex differences in animal
studies with pre-natal exposures
• Lead (Pb)
•
In rats, lead and maternal stress interact differently on male and female
offsprings’ corticosteroid levels, neurotransmitters and behavior. (Cory-Slechta
et al, 2005)
•
In mice, low level prenatal Pb exposure showed male-specific effects in 1 year
old offspring, for motor activity and brain dopamine metabolism; effects were
non-linear, with the largest effects at the lower doses (Leasure et al, 2011)
• Polychlorinated Biphenyl (PCB) congeners
•
Sex-specific differences have been reported for motor activity and
neurotransmission (Boix et al, 2011), as well as on the retina (Kremer et al, 1999)
• Polybrominated diphenyl ethers (PBDE)
•
No sex differences were observed in male and female mice prenatally
exposed to PBDE (Viberg et al, 2004)
16. Birth cohort studies
• Some studies have examined sexes separately and reported
differences for some functions but not for others.
– Several studies have reported stronger associations between prenatal
Pb exposure and poorer cognitive performance and behavioral
disorders for boys compared to girls1,2; others have not observed
differences3
– Poorer motor performance was reported in relation to prenatal
mercury in boys, while other functions were similar4
– Boys presented greater risk for behavioral disorders in relation to
prenatal exposure to phthaltes5.
– Boys presented greater risk for early childhood symptoms of attention
disorders in relation to mothers’ exposure to pesticides6,7, while others
have not observed differences8
.
1. Ris et al, 2004; 2. Jedrychowski et al, 2009; 3. Kim et al, 2001; 4. Grandjean et al, 1998 ; 5.
Engel et al, 2010; 6. Marks et al, 2010; 7. Fortenberry et al. 2014; 8. Bouchard et al, 2010
17. Intellectual deficits and behavioural
disorders in children
Percentage
of children
50
75
100
125
150
median score
(adapted from Rice, 1998)
18. Cognitive performance and environmental Mn
exposure in primary school children
Country
Mn source
Quebec1
Well water
Brazil2
Airborne (Mn alloy
production)
Mexico3
Airborne (mines and
transformation)
1. Bouchard et al, 2011
2. Menezes-Filho et al, 2011
3. Riojas-Rodriguez et al. 2010
19. Low hair manganese : <2µg/g
Quebec
Brazil
Mexico
High hair manganese : ≥2µg/g
Quebec
Brazil
Mexico
20. Combined analysis of the relation between
hair Mn and Full IQ in primary school children
Quebec
(n = 377)
Mexico
(n = 195)
Brazil
(n – 82)
p
% girls
53.7
48.7
46.3
ns
Age
9.1 ± 1.78
9.42 ± 1.45
8.74 ± 1.61
0.007
Full IQ
104 ± 12
78.5 ± 14
85.2 ± 14
0.0001
• Adjusted Full IQ Score for each study separately on mothers’ Raven score,
mothers’ education, z-score of height for age
• Examined association with hair Mn, taking into account study, age and sex
• Stratified for sex, taking into account study and age
21. Estimate : -2.62 (-4.10 - -1.13)
Estimate boys: - 1.08 (-3.21 – 1.05)
Estimate girls: - 4.19 (-6.19 - -2.07)
In a recent study in the same region in Brazil, externalizing behaviors and
attention problem scores were significantly associated with girls' hair
manganese levels but not with boys’ (Menezes filho et al. In press)
In a study of manganese-exposed adult mice, long-lasting differences in neuronal
morphology were observed in females, but not in males, in the absence of
differences in manganese accumulation in the brain (Madison et al., 2011).
22. The cycle of
environmental
disease
Newborn
underweight
0 – 6 months
Further exposure
through breast milk,
but also benefits
Mothers’ exposures,
working and living
conditions
For boys and men, this can likewise translate into
For teenage girls, this
higher prevalence of anti-social, delinquent and
often translates into
criminal behavior
early pregnancies
Ex: In a longitudinal study of crime arrests in
young adults in relation to prenatal and
childhood Pb : the attributable risk for 6-y blood
lead rate was 0.85 arrests/year for males and
0.18 for females (Wright et al, 2008).
Using Indicators to Mesure
Progress on Environmental
Health, WHO ,UNEP, 2002
Teenager to adult :
school drop-out, low
paid job, further
exposure
Age 6 Lack of energy,
poor school
performance
6 months – 2 y
Poverty and lack of
parental
knowledge.
Environmental
exposure
Age 3
Developmental
delays. Child does
not demand
stimulation.
Frequent illnesses
23. Childhood exposures
• Toddlers’ activities may differ between boys and girls
– A study of farm workers’ children showed that boys had more
frequent contacts with their environment while girls contact objects
for longer durations.
– The authors point out that “Understanding how frequency and
duration contribute to dermal and non-dietary ingestion exposure
could increase understanding of the potential difference in exposure
between the genders”. (Beamer et al, 2008)
• Childhood playing activities and household chores may differ
between boys and girls translating into different exposure
patterns:
• In a study around a dumpsite, boys roamed in contaminated areas
more than girls (Steegmann and Hewner, 2000)
• Girls may be more exposed to more household contaminants.
24. Childhood socialization : gender identity
• Googled boys and girls e-games
Tank 2008
Choose-your-weapon
Extreme Hair Make Over
Spider-3-rescue
Rock Star Make Over
Room Clean-up
http://www.free-online-games-to-play.net/games/girlgames/page/3/
25. Biologic differences and exposure
• A study of serum PCB concentration in adolescents1:
– Girls : positively with milk consumption fat intake , the
duration of breast-feeding, and the concentrations of serum
triglycerides and cholesterol and negatively with body fat,
– Boys: fat intake and serum triglycerides, and marginally with
the duration of breast-feeding and negatively with body fat.
– Similar and significant estimates for external exposure
– Sex-related differences in the serum PCB concentration
disappeared after allowing for calculated body fat content
– The authors discuss the role of changes in body fat and PCB
concentrations throughout the lifespan in women
1. Nawrot et al, 2002
26. Gender, sex or both?
• Analysis of Data from the Canadian Health
Measures Survey: Bisphenol A (BPA)
– Males had higher volume-based urinary BPA
concentrations than did females, but lower creatininestandardized urinary concentrations of BPA.
– The reversal in the sex difference was attributed to the
higher urinary creatinine concentrations
– The authors conclude : “Differences between the sexes in
urinary BPA concentrations may reflect differences in
exposure and in pharmacokinetic factors, the relevance of
which is not currently known”
Bushnik et al, 2010
30. Informal work
• A surprising result from our studies on mercury exposure in the
Brazilian Amazon : high blood Pb: mean: 13.1 µg/dL range: 0.59 - 48.3
µg/dL
• Highest levels were observed among young men and older
women
• Partition analysis identified activities with respect to blood Pb
Barbosa et al, 2009
32. Cancer among women plastics workers:
an interdisciplinary study1
• Breast cancer risk in relation to occupations with exposure to carcinogens and
endocrine disruptors: a Canadian case–control study (Brophy et al 2012)1,2
– Many investigators (researchers and community) from different disciplines
– Mixed-method research approach (quantitative and qualitative)2
• women in the study area held a wide range of jobs in the plastics industry
dating back to the 1960s;
• the majority of automotive plastics manufacturing workers in the study area
are women;
• the work environment is heavily contaminated with dust, vapours and fumes;
• there has been a historic failure by government regulators to control
exposures;
• workers receive a steady dose of mixtures of chemicals through inhalation,
absorption and ingestion;
• workers are getting sick; and society is largely unaware of their plight.
1. De Matteo et al, New Solutions 2012: 22:427-448
2. Brophy et al. Environmental Health. 2012; 11:87.
3. Winner of the American Public Health Association Scientific Award in Occupational Health
33. Gender and sex: not an afterthought
• Taking gender and sex into account begins with the
research question
• Some questions …
– Are different disciplines and concerned parties providing input?
– Is the situation similar for both sexes ?
– What are the differences and similarities ?
– If just one sex is involved, this should be stated up front
(including animal and cell studies1)
1. Ritz et al. First steps for integrating sex and gender considerations into basic experimental
biomedical research FASEB J. 2014;28:4-13
34. Study or Intervention Design:
a non-exhaustive list of questions
• If there is exposure assessment, are the activities and habits of both
genders adequately considered?
• If it involves working populations (including informal work), is there a good
description of the work activities?
• Is the sample size sufficient to demonstrate possible differences?
• Are there sex and/or gender-related factors that could influence the
relation between exposure and biomarkers of exposure?
• Are the outcome measurements relevant for males and females?
• Could gender differences influence the outcomes?
• Have the individual outcome measures been validated for males and
females?
• Are the social consequences of effects equally relevant for both genders?
35. Data presentation & analyses
Report on Urinary Bisphenol A
(µg/g creatinine)
( Urinary Bisphenol A geometric means)
USA National Health and
µg/L
2 Survey (2009)
Nutrition
1.5
1
0.5
0
6 - 11y 12- 19y 20 39y
40 - 60- 79y
59y
2.5
2
1.5
1
0.5
0
Canadian Health
Measures Survey
(2010)
6 - 11y 12- 19y 20 39y
µg/g cr
40 - 60- 79y
59y
36. Complex analyses
• In studies seeking to examine the associations between exposure
and health outcomes, sex/gender is included in multiple regression
analyses as any other co-variable like: age, income, and many
others…
• Some studies suggest that this may not fully capture the sex/gender
differences.
• Stratifying analyses by sex/gender can help to understand both
similarities and differences (both exposure patterns and effect can
be different)
• Mixed methods, cluster analysis, multi-level analyses have been
proposed to examine the complex interrelations between social,
physical and biological factors and health outcomes
37. Sources of
exposure
Biomarkers
of
exposure
Biomarkers
of effect
Health
outcomes
Social
impact
• There is growing awareness of the importance of including gender.
• There is no simple "recipe" for integrating gender and sex in
environmental health research - or in examining these complex
interrelationships
• It requires a change in paradigm to take into account and to promote a
bettering understanding of sex and gender in environmental health