Integrated assessment of exposure to PM2.5 in South India and its relation with cardiovascular risk: Design of the CHAI observational cohort study

International Journal of Hygiene and Environmental Health

Volumn 220, Issue 6, 2017, Pages 1081-1088

  Tonne, Cathryn ^a,b,c   Salmon, Maëlle ^a,b,c   Sanchez, Margaux ^a,b,c   Sreekanth, V ^d   Bhogadi, Santhi ^e   Sambandam, Sankar ^f   Balakrishnan, Kalpana ^f   Kinra, Sanjay ^g   Marshall, Julian D ^d  

^a CENTRE FOR RESEARCH IN ENVIRONMENTAL EPIDEMIOLOGY CREAL   (Spain)

^b UNIVERSITAT POMPEU FABRA   (Spain)

^c CIBER EPIDEMIOLOGÍA Y SALUD PÚBLICA CIBERESP   (Spain)

^d University of Washington   (United States)

^e PUBLIC HEALTH FOUNDATION OF INDIA   (India)

^f SRI RAMACHANDRA UNIVERSITY   (India)

^g LONDON SCHOOL OF HYGIENE AND TROPICAL MEDICINE   (United Kingdom)

Author keywords

Air pollution; Atherosclerosis; Biomass; Black carbon; Cardiovascular disease; Epidemiology; India; Mobility; Particulate matter; South asia; Time activity

Indexed keywords

AIR POLLUTANT; ANALYSIS; ARTERIAL STIFFNESS; ARTERIAL WALL THICKNESS; ATHEROSCLEROSIS; COHORT ANALYSIS; ENVIRONMENTAL MONITORING; HUMAN; INDIA; METHODOLOGY; PARTICULATE MATTER; RISK FACTOR;

AIR POLLUTANTS; ATHEROSCLEROSIS; CAROTID INTIMA-MEDIA THICKNESS; COHORT STUDIES; ENVIRONMENTAL MONITORING; HUMANS; INDIA; PARTICULATE MATTER; RESEARCH DESIGN; RISK FACTORS; VASCULAR STIFFNESS;

EID: 85020414047     PISSN: 14384639     EISSN: 1618131X     Source Type: Journal    
DOI: 10.1016/j.ijheh.2017.05.005     Document Type: Article

References (41)

1. Adar, S.D., Sheppard, L., Vedal, S., Polak, J.F., Sampson, P.D., Diez, A.V., Budoff, M., Jacobs, D.R., Barr, R.G., Watson, K., Kaufman, J.D., Fine particulate air pollution and the progression of carotid intima-Medial thickness: a prospective cohort study from the multi-Ethnic study of atherosclerosis and air pollution. PLoS Med., 2013, 10, 10.1371/journal.pmed.1001430.
2. Aguilera, I., Dratva, J., Caviezel, S., Burdet, L., de Groot, E., Ducret-Stich, R.E., Eeftens, M., Keidel, D., Meier, R., Perez, L., Rothe, T., Schaffner, E., Schmit-Trucksass, A., Tsai, M.-Y., Schindler, C., Kunzli, N., Probst-Hensch, N., Particulate matter and subclinical atherosclerosis: associations between different particle sizes and sources with carotid intima-media thickness in the SAPALDIA study. Environ. Health Perspect. 124 (2016), 1700–1706, 10.1289/EHP161.
3. Anchala, R., Kannuri, N.K., Pant, H., Khan, H., Franco, O.H., Di Angelantonio, E., Prabhakaran, D., Hypertension in India: a systematic review and meta-analysis of prevalence, awareness, and control of hypertension. J. Hypertens. 32 (2014), 1170–1177, 10.1097/HJH.0000000000000146.
4. Andresen, P.R., Ramachandran, G., Pai, P., Maynard, A., Women's personal and indoor exposures to PM2.5 in Mysore, India: impact of domestic fuel usage. Atmos. Environ. 39 (2005), 5500–5508, 10.1016/j.atmosenv.2005.06.004.
5. Araujo, J.A., Barajas, B., Kleinman, M., Wang, X., Bennett, B.J., Gong, K.W., Navab, M., Harkema, J., Sioutas, C., Lusis, A.J., Nel, A.E., Ambient particulate pollutants in the ultrafine range promote early atherosclerosis and systemic oxidative stress. Circ. Res. 102 (2008), 589–596, 10.1161/CIRCRESAHA.107.164970.
6. Balakrishnan, K., Sankar, S., Parikh, J., Padmavathi, R., Srividya, K., Venugopal, V., Prasad, S., Pandey, V.L., Daily average exposures to respirable particulate matter from combustion of biomass fuels in rural households of southern India. Environ. Health Perspect. 110 (2002), 1069–1075.
7. Balakrishnan, K., Cohen, A.J., Smith, K., Editorial: addressing the burden of disease attributable to air pollution in India: the need to integrate across household and ambient air pollution exposures. Environ. Health Perspect. 122 (2014), A6–A7, 10.1289/ehp.1307822.
8. Bauer, M., Moebus, S., Möhlenkamp, S., Dragano, N., Nonnemacher, M., Fuchsluger, M., Kessler, C., Jakobs, H., Memmesheimer, M., Erbel, R., Jöckel, K.H., Hoffmann, B., Urban particulate matter air pollution is associated with subclinical atherosclerosis: results from the HNR (Heinz Nixdorf Recall) study. J. Am. Coll. Cardiol. 56 (2010), 1803–1808, 10.1016/j.jacc.2010.04.065.
9. Breton, C.V., Wang, X., Mack, W.J., Berhane, K., Lopez, M., Islam, T.S., Feng, M., Lurmann, F., McConnell, R., Hodis, H.N., Künzli, N., Avol, E., Childhood air pollutant exposure and carotid artery intima-media thickness in young adults. Circulation 126 (2012), 1614–1620, 10.1161/CIRCULATIONAHA.112.096164.
10. Breton, C.V., Mack, W.J., Yao, J., Berhane, K., Amadeus, M., Lurmann, F., Gilliland, F., McConnell, R., Hodis, H.N., Künzli, N., Avol, E., Prenatal air pollution exposure and early cardiovascular phenotypes in young adults. PLoS One 11 (2016), 1–12, 10.1371/journal.pone.0150825.
11. Breton, C.V., Yao, J., Millstein, J., Gao, L., Siegmund, K.D., Mack, W., Associations with newborn LINE1 and alu methylation and childhood blood pressure and carotid intima-media thickness in the children ’ s health study. Environ. Health Perspect. 124 (2016), 1905–1912, 10.1289/EHP181.
12. Brook, R.D., Rajagopalan, S., Particulate matter air pollution and atherosclerosis. Curr. Atheroscler. Rep. 12 (2010), 291–300, 10.1007/s11883-010-0122-7.
13. Brook, R.D., Rajagopalan, S., Pope, C.A., Brook, J.R., Bhatnagar, A., Diez-Roux, A.V., Holguin, F., Hong, Y., Luepker, R.V., Mittleman, M.A., Peters, A., Siscovick, D., Smith, S.C., Whitsel, L., Kaufman, J.D., Particulate matter air pollution and cardiovascular disease. an update to the scientific statement from the american heart association. Circulation 121 (2010), 2331–2378, 10.1161/CIR.0b013e3181dbece1.
14. Diez Roux, A.V., Auchincloss, A.H., Franklin, T.G., Raghunathan, T., Barr, R.G., Kaufman, J., Astor, B., Keeler, J., Long-term exposure to ambient particulate matter and prevalence of subclinical atherosclerosis in the multi-Ethnic study of atherosclerosis. Am. J. Epidemiol. 167 (2008), 667–675, 10.1093/aje/kwm359.
15. Gan, W.Q., Allen, R.W., Brauer, M., Davies, H.W., Mancini, G.B.J., Lear, S.A., Long-term exposure to traffic-related air pollution and progression of carotid artery atherosclerosis: a prospective cohort study. BMJ Open, 4, 2014, 10.1136/bmjopen-2013-004743.
16. IHME, Institute for Health Metrics and Evaluation: India Country Profile. 2017 http://www.healthdata.org/india (Accessed 1. 27. 2017).
17. Jones, M.R., Diez-Roux, A.V., O'Neill, M.S., Guallar, E., Sharrett, A.R., Post, W., Kaufman, J.D., Navas-Acien, A., Ambient air pollution and racial/ethnic differences in carotid intima-media thickness in the Multi-Ethnic Study of Atherosclerosis (MESA). J. Epidemiol. Commun. Health 69 (2015), 1191–1198.
18. Künzli, N., Jerrett, M., Garcia-Esteban, R., Basagaña, X., Beckermann, B., Gilliland, F., Medina, M., Peters, J., Hodis, H.N., Mack, W.J., Ambient air pollution and the progression of atherosclerosis in adults. PLoS One, 5, 2010, e9096, 10.1371/journal.pone.0009096.
19. Künzli, N., Perez, L., von Klot, S., Baldassarre, D., Bauer, M., Basagana, X., Breton, C., Dratva, J., Elosua, R., de Faire, U., Fuks, K., de Groot, E., Marrugat, J., Penell, J., Seissler, J., Peters, A., Hoffmann, B., Investigating air pollution and atherosclerosis in humans: concepts and outlook. Prog. Cardiovasc. Dis. 53 (2011), 334–343, 10.1016/j.pcad.2010.12.006.
20. Kaufman, J.D., Adar, S.D., Barr, R.G., Budoff, M., Burke, G.L., Curl, C.L., Daviglus, M.L., Roux, A.V.D., Gassett, A.J., Jacobs, D.R. Jr, Kronmal, R., Larson, T.V., Navas-Acien, A., Olives, C., Sampson, P.D., Sheppard, L., Siscovick, D.S., Stein, J.H., Szpiro, A.A., Watson, K.E., Association between air pollution and coronary artery calcification within six metropolitan areas in the USA (the Multi-Ethnic Study of Atherosclerosis and Air Pollution): a longitudinal cohort study. Lancet 388 (2017), 696–704, 10.1016/S0140-6736(16)00378-0.
21. Kelly, P., Doherty, A., Berry, E., Hodges, S., Batterham, A.M., Foster, C., Can we use digital life-log images to investigate active and sedentary travel behaviour? Results from a pilot study. Int. J. Behav. Nutr. Phys. Act., 8, 2011, 44, 10.1186/1479-5868-8-44.
22. Kelly, P., Marshall, S.J., Badland, H., Kerr, J., Oliver, M., Doherty, A.R., Foster, C., An ethical framework for automated, wearable cameras in health behavior research. Am. J. Prev. Med. 44 (2013), 314–319, 10.1016/j.amepre.2012.11.006.
23. Kinra, S., Bowen, L.J., Lyngdoh, T., Prabhakaran, D., Reddy, K.S., Ramakrishnan, L., Gupta, R., Bharathi, A.V., Vaz, M., Kurpad, A.V., Smith, G.D., Ben-Shlomo, Y., Ebrahim, S., Sociodemographic patterning of non-communicable disease risk factors in rural India: a cross sectional study. BMJ, 341, 2010, c4974, 10.1136/bmj.c4974.
24. Kinra, S., Radha Krishna, K., Kuper, H., Rameshwar Sarma, K.V., Prabhakaran, P., Gupta, V., Walia, G.K., Bhogadi, S., Kulkarni, B., Kumar, A., Aggarwal, A., Gupta, R., Prabhakaran, D., Reddy, K.S., Smith, G.D., Ben-Shlomo, Y., Ebrahim, S., Cohort profile: Andhra Pradesh children and parents study (APCAPS). Int. J. Epidemiol. 43 (2014), 1417–1424, 10.1093/ije/dyt128.
25. Kunzli, N., Jerrett, M., Mack, W.J., Beckerman, B., LaBree, L., Gilliland, F., Thomas, D., Peters, J., Hodis, H.N., Ambient air pollution and atherosclerosis in Los Angeles. Environ. Health Perspect. 113 (2005), 201–206.
26. Lenters, V., Uiterwaal, C.S., Beelen, R., Bots, M.L., Fischer, P., Brunekreef, B., Hoek, G., Long-term exposure to air pollution and vascular damage in young adults. Epidemiology 21 (2010), 512–520, 10.1097/EDE.0b013e3181dec3a7.
27. Liu, X., Lian, H., Ruan, Y., Liang, R., Zhao, X., Routledge, M., Fan, Z., Association of exposure to particular matter and carotid intima-media thickness: a systematic review and meta-analysis. Int. J. Environ. Res. Public Health 12 (2015), 12924–12940, 10.3390/ijerph121012924.
28. Mok, T.M., Cornish, F., Tarr, J., Too much information: visual research ethics in the age of wearable cameras. Integr. Psychol. Behav. Sci. 49 (2015), 309–322, 10.1007/s12124-014-9289-8.
29. Newby, D.E., Mannucci, P.M., Tell, G.S., Baccarelli, A.A., Brook, R.D., Donaldson, K., Forastiere, F., Franchini, M., Franco, O.H., Graham, I., Hoek, G., Hoffmann, B., Hoylaerts, M.F., Künzli, N., Mills, N., Pekkanen, J., Peters, A., Piepoli, M.F., Rajagopalan, S., Storey, R.F., Expert position paper on air pollution and cardiovascular disease. Eur. Heart J. 36:2 (2015), 83–93b.
30. Pant, P., Guttikunda, S.K., Peltier, R.E., Exposure to particulate matter in India: a synthesis of findings and future directions. Environ. Res. 147 (2016), 480–496, 10.1016/j.envres.2016.03.011.
31. Perez, L., Wolf, K., Hennig, F., Penell, J., Basagana, X., Foraster, M., Aguilera, I., Agis, D., Beelen, R., Brunekreef, B., Cyrys, J., Fuks, K.B., Adam, M., Baldassarre, D., Cirach, M., Elosua, R., Dratva, J., Hampel, R., Koenig, W., Marrugat, J., de Faire, U., Pershagen, G., Probst-Hensch, N.M., de Nazelle, A., Nieuwenhuijsen, M.J., Rathmann, W., Rivera, M., Seissler, J., Schindler, C., Thiery, J., Hoffmann, B., Peters, A., Kunzli, N., Air pollution and atherosclerosis: a cross-sectional analysis of four European cohort studies in the ESCAPE study. Environ. Health Perspect. 123 (2015), 597–605, 10.1289/ehp.1307711.
32. Pope, C.A., Burnett, R.T., Krewski, D., Jerrett, M., Shi, Y., Calle, E.E., Thun, M.J., Cardiovascular mortality and exposure to airborne fine particulate matter and cigarette smoke: shape of the exposure-response relationship. Circulation 120 (2009), 941–948, 10.1161/CIRCULATIONAHA.109.857888.
33. Prabhakaran, D., Jeemon, P., Roy, A., Cardiovascular diseases in India. Circulation 133:160 (2016), LP–1620.
34. Provost, E.B., Madhloum, N., Int Panis, L., De Boever, P., Nawrot, T.S., Carotid intima-media thickness, a marker of subclinical atherosclerosis, and particulate air pollution exposure: the meta-analytical evidence. PLoS One, 10, 2015, e0127014, 10.1371/journal.pone.0127014.
35. Shipp, V., Skatova, A., Blum, J., Brown, M., The ethics of wearable cameras in the wild. 2014 IEEE Int. Symp. Ethics Sci. Technol. Eng, 2014, 10.1109/ethics.2014.6893382.
36. Smith, K.R., Peel, J.L., Mind the gap. Environ. Health Perspect. 118 (2010), 1643–1645, 10.1289/ehp.1002517.
37. Su, T.-C., Carotid intima-media thickness and long-term exposure to traffic-related air pollution in middle-aged residents of Taiwan: a cross-sectional study. Environ. Health Perspect. 123 (2015), 773–778, 10.1289/ehp.1408553.
38. Sun, Q., Wang, A., Jin, X., Natanzon, A., Duquaine, D., Brook, R.D., Aguinaldo, J.G.S., Fayad, Z.A., Fuster, V., Lippmann, M., Chen, L.C., Rajagopalan, S., Long-term air pollution exposure and acceleration of atherosclerosis and vascular inflammation in an animal model. JAMA 294 (2005), 3003–3010, 10.1001/jama.294.23.3003.
39. Sun, M., Kaufman, J.D., Kim, S.-Y., Larson, T.V., Gould, T.R., Polak, J.F., Budoff, M.J., Diez Roux, A.V., Vedal, S., Particulate matter components and subclinical atherosclerosis: common approaches to estimating exposure in a multi-ethnic study of atherosclerosis cross-sectional study. Environ. Health., 12, 2013, 39, 10.1186/1476-069X-12-39.
40. Tonne, C., Yanosky, J.D., Beevers, S., Wilkinson, P., Kelly, F.J., PM mass concentration and PM oxidative potential in relation to carotid intima-media thickness. Epidemiology 23 (2012), 486–494, 10.1097/EDE.0b013e31824e613e.
41. WHO, WHO Global Urban Ambient Air Pollution Database (update 2016). 2016 URL http://www.who.int/phe/health_topics/outdoorair/databases/cities/en/(Accessed 1. 15. 2017).