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Air Pollution:
Challenges and Opportunities
Dr.AA Mahashur
Nobody is spared !!!!!!!
That nasty cough is due to air pollution. You must stop flying
about over the cities of the world !!
Air Pollutants and its Effects
• Sulfur dioxide (SO2)
• Oxides of Nitrogen (NOx)
• Suspended Particulate Matter (SPM)
• Ozone (O3)
• Carbon monoxide (CO)
• Lead (Pb)
• Benzene (C6H6)
• Formaldehyde
• PAH
• Eye Irritation
• Nose Irritation
• Cough
• Cold
• Phlegm
• Breathlessness
• Chest Pain
• Bronchitis
• LBW
• Asthma (trigger)
• Lung cancer
Air Pollution Sources
• Vehicular Emissions
• Industrial Emissions
• Low grade cooking fuels
• Open garbage burning
• Dust particles present in the
atmosphere(Quarrying, construction)
• Environmental Tobacco Smoke (ETS)
Air Pollution Exposure
[Pyramid Model, American Thoracic Society, 1986]
Mortality
Proportion of the Population effected/exposed
Morbidity
Patho physiological Changes
Physiological changes
Pollution exposure
Adverse
Health
Effects
American Cancer Society:
Cancer Prevention Study II
WHO and National (India)
air quality standards
Pollutant Sulfur dioxide Oxides of
Nitrogen
SPM
Residential and
sensitive areas 30 g/m3 30 g/m3 100 g/m3
Total # of vehicles in Mumbai
200000
300000
400000
500000
600000
700000
800000
900000
1000000
1100000
'81 '83 '85 '87 '89 '91 '93 '95 '97 '99 '01
Year
#
of
vehicles
Vehicle fleet in Mumbai(1981-1991)
0
50000
100000
150000
200000
250000
300000
350000
1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991
Year
Number
of
vehicles
Cars/Taxis Utility Vehicles Trucks/Busees Motor cycles Tricycles
Trends of air pollution in Mumbai,
1978-1999
0
50
100
150
200
250
300
350
400
1978 1979 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1994 1995 1996 1997 1998 1999
Year
Levels
(m
eicrogram
/cubic
m
etr)
SO2 NO2 SPM
Air pollution levels in Mumbai,1994-96
Area
M
ankhurd
A
nik
Nagar
M
aravali
Chem
bur Naka
Borivali
M
ulund
Bhandup
G
hatkopar
Jogesw
ari
Saki Naka
A
ndheri
Khar
Sion
Sew
ree
Parel
Dadar
W
orli Naka
Babul Tank
Colaba
500
450
400
350
300
250
200
150
100
50
0
Mean SO2
Mean NO2
Mean SPM level
MUMBAI
(BOMBAY)
Study
Control
Air pollution in Control and Study areas, 1995
Control-Study areas
Chembur
Borivali
Mean
400
350
300
250
200
150
100
50
0
Mean SO2
Mean NO2
Mean SPM level
311
252
45
32 22
The difference is
significant at p<0.05
Monthly Trends of Air Pollution
in Mumbai,1994-96
Month
Decem
ber
Novem
ber
O
ctober
Septem
ber
A
ugust
July
June
M
ay
A
pril
M
arch
February
January
500
400
300
200
100
0
Mean SO2
Mean NO2
Mean SPM level
Seasonal levels of Air Pollution
in Mumbai,1994-96
Season
Monsoon
Summer
Winter
400
300
200
100
0
Mean SO2
Mean NO2
Mean SPM level
138
317
351
23
40
58
23
40
Percentage distribution of reported symptoms in
Control-Study areas of Mumbai.
Symptoms Control area
(367)
Study area
(478)
p value
Cough
Phlegm
Cold
Breathlessness
Allergy
Headache
Chest pain
2.5
1.4
13.1
5.7
2.7
1.9
3.0
5.4
4.6
13.6
6.9
6.7
4.0
6.7
0.031*
0.008**
0.826
0.486
0.008**
0.085#
0.015*
‘*’ p<0.05, ‘**’ p<0.005 and ‘#’ p~0.05 (marginally significant)
Effect of Exposure to air pollution on the
risk of air pollution related symptoms in
Control and Study areas
Symptoms$ β SE Exp(β)
Allergy#
(Control)
Study 0.884* 0.379 2.420
Chest Pain #
(Control)
Study 0.726* 0.371 2.066
# - Controlled for Age, Sex, Average Hours Spent in the Area, BMI and Smoking
() – Reference category
$ - The other symptoms such as cough, phlegm are not significant
‘*’ - p<0.05
Percentage distribution of History of
disease and Clinical diagnosis
Areas History of Disease* Clinical Diagnosis** Total
Normal MRAP MNRAP Normal MRAP MNRAP
Control
Study
88
81.4
5.7
9.0
6.3
9.6
74.4
62.1
19.1
30.5
6.5
7.3
367
478
‘*’ p<0.05 and ‘**’ p<0.0001
Characteristics FVC O/P FEV1/FVC TOTAL
<80 >80 <80 >80
Age
0-15
16-24
25-44
45-64
65+
Sex
Male
Female
BMI
<25
>25
Smoking
Smoker
Non-smoker
AHS
<=12
13-18
>19
Area
Control
Study
25.2
16.1
23.8
39.3
43.6
29.5
26.6
25.0
34.8
32.2
27.5
30.8
26.0
29.0
20.6
33.1
74.8
83.9
76.2
60.7
56.4
70.5
73.4
75.0
65.2
67.8
72.5
69.2
74.0
71.0
79.4
66.9
2.4
1.4
2.0
5.2
10.9
5.0
2.2
4.2
1.8
10.2
2.9
7.7
2.8
3.6
1.0
5.2
97.6
98.6
98.0
94.8
89.1
95.0
97.8
95.8
98.2
89.8
97.1
92.3
97.2
96.8
94.8
89.8
123
143
244
191
55
342
414
528
227
59
697
26
281
449
315
414
Percentage distribution of PFT values
Impact of air pollution on the risk of having
air pollution related morbidity in
Control and Study areas (Clinical diagnosis)
Characteristics # β SE Exp(β)
Area
(Control)
Study 0.493** 0.185 1.673
‘**’ p<0.05
# Controlled for age, sex, average hours spent in the area, BMI and Smoking
() Reference Category
Vehicle fleet in Chennai
R2
= 0.9889
0
500000
1000000
1500000
2000000
2500000
3000000
19921993 199419951996 19971998 199920002001 20022003
Year
#
vehicles
Air pollution in Chennai, 2000-04
Area
ADR
ANR
VNR
TNR
KP
KVM
THR
MN
Mean
500
450
400
350
300
250
200
150
100
50
0
SO2 average
NOx average
PM average
Industrial
Commercial
Residential
Percentage distribution of reported symptoms in
selected areas of Chennai.
Symptoms Residential
(637)
Commercial
(801)
Industrial
(2242)
p value
Cough
Phlegm
Breathlessness
LBW
13.5
13.8
13.9
17.6
12.9
13.8
19.5
9.4
73.6
72.5
66.7
72.9
0.02*
0.007*
0.163
0.004*
‘*’ – Statistically significant
Over all respiratory symptoms in Chennai
Area Percent p-value
Residential 8.3
0.0005
Commercial 10
Industrial 16
Effect of Exposure to air pollution on the
risk of air pollution related symptoms in
Chennai
Symptoms β SE Exp(β)
Respiratory#
(Residential)
Commercial
Industrial
0.172
0.818***
0.209
0.178
1.188
2.267
Eye irritation #
(Residential)
Commercial
Industrial
-0.436
2.716***
0.611
0.419
0.647
15.122
# - Controlled for Age, Sex, Average Hours Spent in the Area, BMI and Smoking
() – Reference category
‘***’ - p<0.0001
Air pollution studies
• Mortality
– Total
– Cause specific (Air Pollution)
• Morbidity
– Hospital admissions
– Medication use
– Symptoms
– Pulmonary functions
– Subclinical measures
Air pollution study designs
• Observational
– Ecological
– Case-Control
– Cross-Sectional
– Cohort
– Panel
– Time series analysis
– Case-Crossover
Techniques for measuring health effects
• Toxicological
• Human clinical
• Epidemiological
Pros and Cons of type studies
Type of study Advantages Disadvantages
Toxicological Can determine if effect exists
Specific dose known, study toxins
Can observe cellular and other changes,
and explore mechanisms
Extrapolation from animal to human
Extrapolation from high dose to low
Limited sample size
Acute effects only
Human Clinical Determine if effect exists in humans
Specific dose known
No need to extrapolate to humans
Limited sample size, subgroups
Only acute effects
Epidemiological No need to extrapolate
Less expensive
Can examine a wide range of exposures,
outcomes and subgroups
Can examine pollutant mixtures,
interactions
Imprecision in measurement of
exposure and response
Potential for confounding
Limited endpoints
Possibility of spurious findings
Difficult to elicit mechanisms
Findings
• Population is on the rise
• Greater stress on the urban resources and transportation
of all types and modes
• Growing number of vehicle fleet and pollution
• Scrubbing effect of rains - To some extent
• Seasonal and monthly variation of pollution
• Significant health differentials in the control and study
areas in MRAP (both history and clinical diagnosis)
• Better Pulmonary Function Test (PFT) values in control
area
Comparative Risk Assessment (CRA)
• Systematic way of looking at environmental
problems
• Combines information on the inherent
hazards of pollutants, exposure levels and
population characteristics to predict
resulting health effects
• Uses data from available sources
• Rapid,inexpensive
• Identifies most significant health problems
Recommendations
• Industries should control the emissions
• Near the industries, the residential colonies should be
sparse
• Traffic should be regulated to reduce the stagnation
and bottle necks have to be cleared
• Two/three wheelers should be upgraded to four-stroke
engines
• Constructing and improving mass-transit systems to
reduce the need of the personal transportation
Stake Holders in the Clean Environment
CLEAN AIR
NGOs
Community
groups
Awareness
Government Industry
Research
Institutes
Judiciary
International
Organizations
Future Research
• Time series analysis of morbidity, mortality
and pollution levels
• All morbidity and all mortality from
corporation and hospitals
• Confounders
• Siting of monitors
• Maximum and uniform measurements
Summary
• Growing population and vehicles
• Air pollution is on the rise
• Health differentials
• Air pollution related morbidity
Air pollution disaster !!! ???
Thank You

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Air pollution_AAM.ppt

  • 1. Air Pollution: Challenges and Opportunities Dr.AA Mahashur
  • 2. Nobody is spared !!!!!!! That nasty cough is due to air pollution. You must stop flying about over the cities of the world !!
  • 3. Air Pollutants and its Effects • Sulfur dioxide (SO2) • Oxides of Nitrogen (NOx) • Suspended Particulate Matter (SPM) • Ozone (O3) • Carbon monoxide (CO) • Lead (Pb) • Benzene (C6H6) • Formaldehyde • PAH • Eye Irritation • Nose Irritation • Cough • Cold • Phlegm • Breathlessness • Chest Pain • Bronchitis • LBW • Asthma (trigger) • Lung cancer
  • 4. Air Pollution Sources • Vehicular Emissions • Industrial Emissions • Low grade cooking fuels • Open garbage burning • Dust particles present in the atmosphere(Quarrying, construction) • Environmental Tobacco Smoke (ETS)
  • 5. Air Pollution Exposure [Pyramid Model, American Thoracic Society, 1986] Mortality Proportion of the Population effected/exposed Morbidity Patho physiological Changes Physiological changes Pollution exposure Adverse Health Effects
  • 6. American Cancer Society: Cancer Prevention Study II
  • 7. WHO and National (India) air quality standards Pollutant Sulfur dioxide Oxides of Nitrogen SPM Residential and sensitive areas 30 g/m3 30 g/m3 100 g/m3
  • 8. Total # of vehicles in Mumbai 200000 300000 400000 500000 600000 700000 800000 900000 1000000 1100000 '81 '83 '85 '87 '89 '91 '93 '95 '97 '99 '01 Year # of vehicles
  • 9. Vehicle fleet in Mumbai(1981-1991) 0 50000 100000 150000 200000 250000 300000 350000 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 Year Number of vehicles Cars/Taxis Utility Vehicles Trucks/Busees Motor cycles Tricycles
  • 10. Trends of air pollution in Mumbai, 1978-1999 0 50 100 150 200 250 300 350 400 1978 1979 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990 1991 1994 1995 1996 1997 1998 1999 Year Levels (m eicrogram /cubic m etr) SO2 NO2 SPM
  • 11. Air pollution levels in Mumbai,1994-96 Area M ankhurd A nik Nagar M aravali Chem bur Naka Borivali M ulund Bhandup G hatkopar Jogesw ari Saki Naka A ndheri Khar Sion Sew ree Parel Dadar W orli Naka Babul Tank Colaba 500 450 400 350 300 250 200 150 100 50 0 Mean SO2 Mean NO2 Mean SPM level
  • 13. Air pollution in Control and Study areas, 1995 Control-Study areas Chembur Borivali Mean 400 350 300 250 200 150 100 50 0 Mean SO2 Mean NO2 Mean SPM level 311 252 45 32 22 The difference is significant at p<0.05
  • 14. Monthly Trends of Air Pollution in Mumbai,1994-96 Month Decem ber Novem ber O ctober Septem ber A ugust July June M ay A pril M arch February January 500 400 300 200 100 0 Mean SO2 Mean NO2 Mean SPM level
  • 15. Seasonal levels of Air Pollution in Mumbai,1994-96 Season Monsoon Summer Winter 400 300 200 100 0 Mean SO2 Mean NO2 Mean SPM level 138 317 351 23 40 58 23 40
  • 16. Percentage distribution of reported symptoms in Control-Study areas of Mumbai. Symptoms Control area (367) Study area (478) p value Cough Phlegm Cold Breathlessness Allergy Headache Chest pain 2.5 1.4 13.1 5.7 2.7 1.9 3.0 5.4 4.6 13.6 6.9 6.7 4.0 6.7 0.031* 0.008** 0.826 0.486 0.008** 0.085# 0.015* ‘*’ p<0.05, ‘**’ p<0.005 and ‘#’ p~0.05 (marginally significant)
  • 17. Effect of Exposure to air pollution on the risk of air pollution related symptoms in Control and Study areas Symptoms$ β SE Exp(β) Allergy# (Control) Study 0.884* 0.379 2.420 Chest Pain # (Control) Study 0.726* 0.371 2.066 # - Controlled for Age, Sex, Average Hours Spent in the Area, BMI and Smoking () – Reference category $ - The other symptoms such as cough, phlegm are not significant ‘*’ - p<0.05
  • 18. Percentage distribution of History of disease and Clinical diagnosis Areas History of Disease* Clinical Diagnosis** Total Normal MRAP MNRAP Normal MRAP MNRAP Control Study 88 81.4 5.7 9.0 6.3 9.6 74.4 62.1 19.1 30.5 6.5 7.3 367 478 ‘*’ p<0.05 and ‘**’ p<0.0001
  • 19. Characteristics FVC O/P FEV1/FVC TOTAL <80 >80 <80 >80 Age 0-15 16-24 25-44 45-64 65+ Sex Male Female BMI <25 >25 Smoking Smoker Non-smoker AHS <=12 13-18 >19 Area Control Study 25.2 16.1 23.8 39.3 43.6 29.5 26.6 25.0 34.8 32.2 27.5 30.8 26.0 29.0 20.6 33.1 74.8 83.9 76.2 60.7 56.4 70.5 73.4 75.0 65.2 67.8 72.5 69.2 74.0 71.0 79.4 66.9 2.4 1.4 2.0 5.2 10.9 5.0 2.2 4.2 1.8 10.2 2.9 7.7 2.8 3.6 1.0 5.2 97.6 98.6 98.0 94.8 89.1 95.0 97.8 95.8 98.2 89.8 97.1 92.3 97.2 96.8 94.8 89.8 123 143 244 191 55 342 414 528 227 59 697 26 281 449 315 414 Percentage distribution of PFT values
  • 20. Impact of air pollution on the risk of having air pollution related morbidity in Control and Study areas (Clinical diagnosis) Characteristics # β SE Exp(β) Area (Control) Study 0.493** 0.185 1.673 ‘**’ p<0.05 # Controlled for age, sex, average hours spent in the area, BMI and Smoking () Reference Category
  • 21. Vehicle fleet in Chennai R2 = 0.9889 0 500000 1000000 1500000 2000000 2500000 3000000 19921993 199419951996 19971998 199920002001 20022003 Year # vehicles
  • 22. Air pollution in Chennai, 2000-04 Area ADR ANR VNR TNR KP KVM THR MN Mean 500 450 400 350 300 250 200 150 100 50 0 SO2 average NOx average PM average Industrial Commercial Residential
  • 23. Percentage distribution of reported symptoms in selected areas of Chennai. Symptoms Residential (637) Commercial (801) Industrial (2242) p value Cough Phlegm Breathlessness LBW 13.5 13.8 13.9 17.6 12.9 13.8 19.5 9.4 73.6 72.5 66.7 72.9 0.02* 0.007* 0.163 0.004* ‘*’ – Statistically significant
  • 24. Over all respiratory symptoms in Chennai Area Percent p-value Residential 8.3 0.0005 Commercial 10 Industrial 16
  • 25. Effect of Exposure to air pollution on the risk of air pollution related symptoms in Chennai Symptoms β SE Exp(β) Respiratory# (Residential) Commercial Industrial 0.172 0.818*** 0.209 0.178 1.188 2.267 Eye irritation # (Residential) Commercial Industrial -0.436 2.716*** 0.611 0.419 0.647 15.122 # - Controlled for Age, Sex, Average Hours Spent in the Area, BMI and Smoking () – Reference category ‘***’ - p<0.0001
  • 26. Air pollution studies • Mortality – Total – Cause specific (Air Pollution) • Morbidity – Hospital admissions – Medication use – Symptoms – Pulmonary functions – Subclinical measures
  • 27. Air pollution study designs • Observational – Ecological – Case-Control – Cross-Sectional – Cohort – Panel – Time series analysis – Case-Crossover
  • 28. Techniques for measuring health effects • Toxicological • Human clinical • Epidemiological
  • 29. Pros and Cons of type studies Type of study Advantages Disadvantages Toxicological Can determine if effect exists Specific dose known, study toxins Can observe cellular and other changes, and explore mechanisms Extrapolation from animal to human Extrapolation from high dose to low Limited sample size Acute effects only Human Clinical Determine if effect exists in humans Specific dose known No need to extrapolate to humans Limited sample size, subgroups Only acute effects Epidemiological No need to extrapolate Less expensive Can examine a wide range of exposures, outcomes and subgroups Can examine pollutant mixtures, interactions Imprecision in measurement of exposure and response Potential for confounding Limited endpoints Possibility of spurious findings Difficult to elicit mechanisms
  • 30. Findings • Population is on the rise • Greater stress on the urban resources and transportation of all types and modes • Growing number of vehicle fleet and pollution • Scrubbing effect of rains - To some extent • Seasonal and monthly variation of pollution • Significant health differentials in the control and study areas in MRAP (both history and clinical diagnosis) • Better Pulmonary Function Test (PFT) values in control area
  • 31. Comparative Risk Assessment (CRA) • Systematic way of looking at environmental problems • Combines information on the inherent hazards of pollutants, exposure levels and population characteristics to predict resulting health effects • Uses data from available sources • Rapid,inexpensive • Identifies most significant health problems
  • 32. Recommendations • Industries should control the emissions • Near the industries, the residential colonies should be sparse • Traffic should be regulated to reduce the stagnation and bottle necks have to be cleared • Two/three wheelers should be upgraded to four-stroke engines • Constructing and improving mass-transit systems to reduce the need of the personal transportation
  • 33. Stake Holders in the Clean Environment CLEAN AIR NGOs Community groups Awareness Government Industry Research Institutes Judiciary International Organizations
  • 34. Future Research • Time series analysis of morbidity, mortality and pollution levels • All morbidity and all mortality from corporation and hospitals • Confounders • Siting of monitors • Maximum and uniform measurements
  • 35. Summary • Growing population and vehicles • Air pollution is on the rise • Health differentials • Air pollution related morbidity