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Dipartimento di Scienze Cliniche e di Comunità

Exposure to PAHs in subjects living in
the vicinity of a solid waste incinerator
Laura Campoa, Silvia Fustinonia, Laura Erspamera, Andrea Ranzib, Giulia Gattic, Petra
Elisabeth Bechtoldc, Carlo Alberto Goldonic, Pier Alberto Bertazzia, Paolo Lauriolab

aDepartment

of Clinical Sciences and Community Health, University of Milan and Fondazione IRCCS Ca’ Granda
Ospedale Maggiore Policlinico, Milan, Italy; bEnvironmental Health Reference Centre, Regional Agency for
Environmental Prevention of Emilia-Romagna, Modena, Italy; cDepartment of Public Health, Local Health Unit,
Modena, Italy
Introduction
• Some studies have suggested associations between solid waste
incinerator (SWI) emissions and health effects, particularly
adverse impacts on reproduction and cancer.

Dipartimento di Scienze Cliniche e di Comunità

• Epidemiological evidences are weak (lack of exposure
information, use of surrogate measurements, and difficulty in
controlling for potential confounding factors).
• Concern over the sustainability of the process of solid waste
management by incineration, and putative health effects, has
grown, especially for the general populations living in proximity
to these plants.

ISBM 2013, Manchester, 9th-11th September 2013

1/19
Introduction

Dipartimento di Scienze Cliniche e di Comunità

• The European Directive 2000/76/EC of the European
Parliament and the Council on the Incineration of Waste
enforces preventive measures to prevent or reduce
negative effects to the environment, as well as to human
health which might arise from incineration and coincineration of waste.
• In order to meet the enforceable requirements of these
regulations, SWI technology has evolved over time,
particularly in terms of emissions control.

ISBM 2013, Manchester, 9th-11th September 2013

2/19
Introduction
• Both inorganic and organic chemicals have been identified
in SWI emissions, among which polycyclic aromatic
hydrocarbons (PAHs).
• Several PAHs have been classified as carcinogenic to
humans (IARC) and exposure to PAHs has been associated
with negative reproductive, neurodevelopmental, and
cardiovascular effects.
CO

Dipartimento di Scienze Cliniche e di Comunità

dioxins

PAHs
VOC

ISBM 2013, Manchester, 9th-11th September 2013

NOx

PM
SOx

CO2

metals

furans

3/19
Aim of the study

Dipartimento di Scienze Cliniche e di Comunità

To investigate PAH exposure in subjects living near a
SWI by biological monitoring.

ISBM 2013, Manchester, 9th-11th September 2013

4/19
Methods. The study

Dipartimento di Scienze Cliniche e di Comunità

The study was conducted between May and June 2010, in Modena
(Italy), a medium-sized town (180,000 residents) located in EmiliaRomagna region.

This study is part of the “Moniter Study” (http://www.arpa.emr.it/moniter/)
aimed to study the impact of the eight SWI present in this region on the health
of the resident population.
ISBM 2013, Manchester, 9th-11th September 2013

5/19
Methods. Subjects
General population subjects
• Exposed: living and
working within 4 km from
the incinerator

Dipartimento di Scienze Cliniche e di Comunità

• Unexposed: living and
working outside this area,
within a 15 km distance
from the incinerator

Subjects

Number

Age

Male (%)

BMI
kg/cm2

Smokers (%)

Exposed

65

48.2±6.2

44.6

25.4±4.1

23.1

Unexposed

103

48.1±6.8

44.7

25.6±4.6

22.3

ISBM 2013, Manchester, 9th-11th September 2013

6/19
Methods. Subjects
For each subject:
Questionnaire on personal and professional characteristics,
residential history, health status and life-style (smoking, diet)
Smoking habit characterization (urinary cotinine analysis)

Dipartimento di Scienze Cliniche e di Comunità

Quantification of 10 urinary PAHs (U-PAHs)
Quantification of urinary BTEX and SPMA
Quantification of blood Pb, Cd, and Hg; serum Cu and Zn; urinary
Pb, Cd, Cu, Zn, Mn, and Ni

ISBM 2013, Manchester, 9th-11th September 2013

7/19
Methods. Environmental exposure variables
In addition to the binary classification (exposed vs. unexposed), two
other exposure variables were used:

Dipartimento di Scienze Cliniche e di Comunità

1. the distance of each subject’s residence from the incinerator
(linear distance from each individual geo-referenced location of
residences to the SWI)
2. the average personal exposure to SWI particulate matter (PM,
ng/m3) calculated by simulation models taking in account the
concentration values provided by fall-out pollution maps for a
period of 30 days prior to the sampling date
PM = 8/24 PMwork+ 16/24 PMresidence

ISBM 2013, Manchester, 9th-11th September 2013

8/19
Methods. U-PAH quantification
Measurement of 10 PAHs (from naphthalene to chrysene) in the
presence of 7 deuterated analogues as internal standards by
SPME-GC-MS

Sampling

Analysis
GC - MS

Dipartimento di Scienze Cliniche e di Comunità

SPME

within-run precision: <20%
between-run precision: <20%
accuracy: 91-120%

LOQ: 0.5-5.4 ng/L
[Campo et al., Anal Bioanal Chem (2011)]
ISBM 2013, Manchester, 9th-11th September 2013

9/19
Results 1. Environmental exposure
Exposed vs. Unexposed

5.5
2.9

PM (ng/m3)

Unexposed
Dipartimento di Scienze Cliniche e di Comunità

Exposed

0.87

Exposed

1.02

ISBM 2013, Manchester, 9th-11th September 2013

PM (ng/m3)

Distance (Km)

Unexposed

10/19
Results 2. Presence of U-PAHs in samples
• U-PAHs above the LOQ in 6% (Acy) to
100% (Nap and Phe) of samples

• Ace, Ant, BaA and Chr were
more frequently detected in
exposed subjects (p<0.05)

• Nap, Flu, Phe, Ant and Pyr detected in
more than 50% of samples

Exposed

100

Unexposed

90

% samples >LOQ

Dipartimento di Scienze Cliniche e di Comunità

80
70
60
50
40
30
20
10
0

Nap

Acy

Ace

ISBM 2013, Manchester, 9th-11th September 2013

Flu

Phe

Ant

Pyr

Flt

BaA

Chr

11/19
Results 3. Relative abundance
100

exposed

90

Dipartimento di Scienze Cliniche e di Comunità

Relative abundance

unexposed
80
70
60
50
40

4-ring PAHs ≈ 3%

3-ring PAHs ≈ 16%

30
20
10
0

Nap Acy

Ace

Flu

Phe

Ant

Pyr

Flt

BaA Chr

Nap
Median levels (ng/L)

ISBM 2013, Manchester, 9th-11th September 2013

Flu

Phe

Ant

Pyr

36.7

1.46

6.0

<0.5

1.1

12/19
Results 4. U-PAH levels (ng/L)
Ant

Phe

0.8

9.5

7.2

<0.5

Unexposed

Exposed

Unexposed

Exposed

Dipartimento di Scienze Cliniche e di Comunità

Pyr

1.3

Unexposed

ISBM 2013, Manchester, 9th-11th September 2013

1.7

Ratio exposed/Unexposed:
• Phe: 1.15
• Ant: 1.81
• Pyr: 1.27

Exposed

13/19
Results 5. Multivariate linear regression analysis
• Dependent variables: U-PAHs
• Independent variables: different exposure indices

Flu

Phe

Ant

Pyr

Exposed vs. unexposed (ref.)
Dipartimento di Scienze Cliniche e di Comunità

Nap
-0.16*

ns

ns

0.38**

ns

Distance from SWI

ns

-0.24**

-0.13**

-0.18**

-0.12**

PM exposure

ns

0.11**

0.04*

ns

ns

**= p<0.05>; *= p<0.1; ns= not significant

Models were corrected for smoking, diet, and traffic exposure

ISBM 2013, Manchester, 9th-11th September 2013

14/19
Results 6. Effect of distance from SWI

Dipartimento di Scienze Cliniche e di Comunità

Flu

Phe

Ant

Pyr
The exposure to selected PAHs, measured
by biological monitoring, is higher for
subjects living closer to the SWI.

ISBM 2013, Manchester, 9th-11th September 2013

15/19
Results 7. Effect of PM exposure

Dipartimento di Scienze Cliniche e di Comunità

Flu

Phe

The exposure to selected PAHs, measured by biological
monitoring, is higher for subjects exposed to higher levels of PM
emissions from the SWI

ISBM 2013, Manchester, 9th-11th September 2013

16/19
Conclusion 1. Quantification of U-PAHs
• Nap (IARC 2B) has been found in all study subjects, while
BaA and Chr (IARC 2B) were found in 20% of exposed
subjects.
• Phe, Ant, and Pyr were higher in exposed subjects.

Dipartimento di Scienze Cliniche e di Comunità

• Ace, Ant, BaA and Chr were at a measureable levels in a
higher percentage of exposed subjects.

The simultaneous quantification of several
U-PAHs gives the possibility to obtain both
the urinary excretion profiles and the
assessment
of
exposure
to
specific
compounds.

ISBM 2013, Manchester, 9th-11th September 2013

17/19
Conclusions 2. Exposure to SWI emissions

• Our results strongly suggest that SWI is a significant source
of PAHs to the study population.

Dipartimento di Scienze Cliniche e di Comunità

• In previous studies, exposure to PAHs from SWI, measured
by 1-hydroxypyrene, did not result significant.
• The measurement of U-PAHs permitted to highlight PAH
exposure from SWI for the first time.

ISBM 2013, Manchester, 9th-11th September 2013

18/19
On-going research
• “Biomonitoring of the general population living near a
modern waste incinerator: a pilot study in Modena, Italy”
(Ranzi et al.), submitted to Environment International.

Dipartimento di Scienze Cliniche e di Comunità

• On-going study: recruited 500 subjects living near the same
SWI and samples collected.

ISBM 2013, Manchester, 9th-11th September 2013

19/19
Dipartimento di Scienze Cliniche e di Comunità

Exposure to PAHs in subjects living in
the vicinity of a solid waste incinerator
Laura Campoa, Silvia Fustinonia, Laura Erspamera, Andrea Ranzib, Giulia Gattic, Petra
Elisabeth Bechtoldc, Carlo Alberto Goldonic, Pier Alberto Bertazzia, Paolo Lauriolab

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12.4 Campo

  • 1. Dipartimento di Scienze Cliniche e di Comunità Exposure to PAHs in subjects living in the vicinity of a solid waste incinerator Laura Campoa, Silvia Fustinonia, Laura Erspamera, Andrea Ranzib, Giulia Gattic, Petra Elisabeth Bechtoldc, Carlo Alberto Goldonic, Pier Alberto Bertazzia, Paolo Lauriolab aDepartment of Clinical Sciences and Community Health, University of Milan and Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy; bEnvironmental Health Reference Centre, Regional Agency for Environmental Prevention of Emilia-Romagna, Modena, Italy; cDepartment of Public Health, Local Health Unit, Modena, Italy
  • 2. Introduction • Some studies have suggested associations between solid waste incinerator (SWI) emissions and health effects, particularly adverse impacts on reproduction and cancer. Dipartimento di Scienze Cliniche e di Comunità • Epidemiological evidences are weak (lack of exposure information, use of surrogate measurements, and difficulty in controlling for potential confounding factors). • Concern over the sustainability of the process of solid waste management by incineration, and putative health effects, has grown, especially for the general populations living in proximity to these plants. ISBM 2013, Manchester, 9th-11th September 2013 1/19
  • 3. Introduction Dipartimento di Scienze Cliniche e di Comunità • The European Directive 2000/76/EC of the European Parliament and the Council on the Incineration of Waste enforces preventive measures to prevent or reduce negative effects to the environment, as well as to human health which might arise from incineration and coincineration of waste. • In order to meet the enforceable requirements of these regulations, SWI technology has evolved over time, particularly in terms of emissions control. ISBM 2013, Manchester, 9th-11th September 2013 2/19
  • 4. Introduction • Both inorganic and organic chemicals have been identified in SWI emissions, among which polycyclic aromatic hydrocarbons (PAHs). • Several PAHs have been classified as carcinogenic to humans (IARC) and exposure to PAHs has been associated with negative reproductive, neurodevelopmental, and cardiovascular effects. CO Dipartimento di Scienze Cliniche e di Comunità dioxins PAHs VOC ISBM 2013, Manchester, 9th-11th September 2013 NOx PM SOx CO2 metals furans 3/19
  • 5. Aim of the study Dipartimento di Scienze Cliniche e di Comunità To investigate PAH exposure in subjects living near a SWI by biological monitoring. ISBM 2013, Manchester, 9th-11th September 2013 4/19
  • 6. Methods. The study Dipartimento di Scienze Cliniche e di Comunità The study was conducted between May and June 2010, in Modena (Italy), a medium-sized town (180,000 residents) located in EmiliaRomagna region. This study is part of the “Moniter Study” (http://www.arpa.emr.it/moniter/) aimed to study the impact of the eight SWI present in this region on the health of the resident population. ISBM 2013, Manchester, 9th-11th September 2013 5/19
  • 7. Methods. Subjects General population subjects • Exposed: living and working within 4 km from the incinerator Dipartimento di Scienze Cliniche e di Comunità • Unexposed: living and working outside this area, within a 15 km distance from the incinerator Subjects Number Age Male (%) BMI kg/cm2 Smokers (%) Exposed 65 48.2±6.2 44.6 25.4±4.1 23.1 Unexposed 103 48.1±6.8 44.7 25.6±4.6 22.3 ISBM 2013, Manchester, 9th-11th September 2013 6/19
  • 8. Methods. Subjects For each subject: Questionnaire on personal and professional characteristics, residential history, health status and life-style (smoking, diet) Smoking habit characterization (urinary cotinine analysis) Dipartimento di Scienze Cliniche e di Comunità Quantification of 10 urinary PAHs (U-PAHs) Quantification of urinary BTEX and SPMA Quantification of blood Pb, Cd, and Hg; serum Cu and Zn; urinary Pb, Cd, Cu, Zn, Mn, and Ni ISBM 2013, Manchester, 9th-11th September 2013 7/19
  • 9. Methods. Environmental exposure variables In addition to the binary classification (exposed vs. unexposed), two other exposure variables were used: Dipartimento di Scienze Cliniche e di Comunità 1. the distance of each subject’s residence from the incinerator (linear distance from each individual geo-referenced location of residences to the SWI) 2. the average personal exposure to SWI particulate matter (PM, ng/m3) calculated by simulation models taking in account the concentration values provided by fall-out pollution maps for a period of 30 days prior to the sampling date PM = 8/24 PMwork+ 16/24 PMresidence ISBM 2013, Manchester, 9th-11th September 2013 8/19
  • 10. Methods. U-PAH quantification Measurement of 10 PAHs (from naphthalene to chrysene) in the presence of 7 deuterated analogues as internal standards by SPME-GC-MS Sampling Analysis GC - MS Dipartimento di Scienze Cliniche e di Comunità SPME within-run precision: <20% between-run precision: <20% accuracy: 91-120% LOQ: 0.5-5.4 ng/L [Campo et al., Anal Bioanal Chem (2011)] ISBM 2013, Manchester, 9th-11th September 2013 9/19
  • 11. Results 1. Environmental exposure Exposed vs. Unexposed 5.5 2.9 PM (ng/m3) Unexposed Dipartimento di Scienze Cliniche e di Comunità Exposed 0.87 Exposed 1.02 ISBM 2013, Manchester, 9th-11th September 2013 PM (ng/m3) Distance (Km) Unexposed 10/19
  • 12. Results 2. Presence of U-PAHs in samples • U-PAHs above the LOQ in 6% (Acy) to 100% (Nap and Phe) of samples • Ace, Ant, BaA and Chr were more frequently detected in exposed subjects (p<0.05) • Nap, Flu, Phe, Ant and Pyr detected in more than 50% of samples Exposed 100 Unexposed 90 % samples >LOQ Dipartimento di Scienze Cliniche e di Comunità 80 70 60 50 40 30 20 10 0 Nap Acy Ace ISBM 2013, Manchester, 9th-11th September 2013 Flu Phe Ant Pyr Flt BaA Chr 11/19
  • 13. Results 3. Relative abundance 100 exposed 90 Dipartimento di Scienze Cliniche e di Comunità Relative abundance unexposed 80 70 60 50 40 4-ring PAHs ≈ 3% 3-ring PAHs ≈ 16% 30 20 10 0 Nap Acy Ace Flu Phe Ant Pyr Flt BaA Chr Nap Median levels (ng/L) ISBM 2013, Manchester, 9th-11th September 2013 Flu Phe Ant Pyr 36.7 1.46 6.0 <0.5 1.1 12/19
  • 14. Results 4. U-PAH levels (ng/L) Ant Phe 0.8 9.5 7.2 <0.5 Unexposed Exposed Unexposed Exposed Dipartimento di Scienze Cliniche e di Comunità Pyr 1.3 Unexposed ISBM 2013, Manchester, 9th-11th September 2013 1.7 Ratio exposed/Unexposed: • Phe: 1.15 • Ant: 1.81 • Pyr: 1.27 Exposed 13/19
  • 15. Results 5. Multivariate linear regression analysis • Dependent variables: U-PAHs • Independent variables: different exposure indices Flu Phe Ant Pyr Exposed vs. unexposed (ref.) Dipartimento di Scienze Cliniche e di Comunità Nap -0.16* ns ns 0.38** ns Distance from SWI ns -0.24** -0.13** -0.18** -0.12** PM exposure ns 0.11** 0.04* ns ns **= p<0.05>; *= p<0.1; ns= not significant Models were corrected for smoking, diet, and traffic exposure ISBM 2013, Manchester, 9th-11th September 2013 14/19
  • 16. Results 6. Effect of distance from SWI Dipartimento di Scienze Cliniche e di Comunità Flu Phe Ant Pyr The exposure to selected PAHs, measured by biological monitoring, is higher for subjects living closer to the SWI. ISBM 2013, Manchester, 9th-11th September 2013 15/19
  • 17. Results 7. Effect of PM exposure Dipartimento di Scienze Cliniche e di Comunità Flu Phe The exposure to selected PAHs, measured by biological monitoring, is higher for subjects exposed to higher levels of PM emissions from the SWI ISBM 2013, Manchester, 9th-11th September 2013 16/19
  • 18. Conclusion 1. Quantification of U-PAHs • Nap (IARC 2B) has been found in all study subjects, while BaA and Chr (IARC 2B) were found in 20% of exposed subjects. • Phe, Ant, and Pyr were higher in exposed subjects. Dipartimento di Scienze Cliniche e di Comunità • Ace, Ant, BaA and Chr were at a measureable levels in a higher percentage of exposed subjects. The simultaneous quantification of several U-PAHs gives the possibility to obtain both the urinary excretion profiles and the assessment of exposure to specific compounds. ISBM 2013, Manchester, 9th-11th September 2013 17/19
  • 19. Conclusions 2. Exposure to SWI emissions • Our results strongly suggest that SWI is a significant source of PAHs to the study population. Dipartimento di Scienze Cliniche e di Comunità • In previous studies, exposure to PAHs from SWI, measured by 1-hydroxypyrene, did not result significant. • The measurement of U-PAHs permitted to highlight PAH exposure from SWI for the first time. ISBM 2013, Manchester, 9th-11th September 2013 18/19
  • 20. On-going research • “Biomonitoring of the general population living near a modern waste incinerator: a pilot study in Modena, Italy” (Ranzi et al.), submitted to Environment International. Dipartimento di Scienze Cliniche e di Comunità • On-going study: recruited 500 subjects living near the same SWI and samples collected. ISBM 2013, Manchester, 9th-11th September 2013 19/19
  • 21. Dipartimento di Scienze Cliniche e di Comunità Exposure to PAHs in subjects living in the vicinity of a solid waste incinerator Laura Campoa, Silvia Fustinonia, Laura Erspamera, Andrea Ranzib, Giulia Gattic, Petra Elisabeth Bechtoldc, Carlo Alberto Goldonic, Pier Alberto Bertazzia, Paolo Lauriolab