Skip to main content
Top
Published in: BMC Public Health 1/2014

Open Access 01-12-2014 | Research article

Spatial patterns of the congenital heart disease prevalence among 0- to 14-year-old children in Sichuan Basin, P. R China, from 2004 to 2009

Authors: Li-Guang Ma, Jun Zhao, Zhou-Peng Ren, Yuan-Yuan Wang, Zuo-Qi Peng, Jin-Feng Wang, Xu Ma

Published in: BMC Public Health | Issue 1/2014

Login to get access

Abstract

Background

Congenital heart disease (CHD) is the most common type of major birth defects in Sichuan, the most populous province in China. The detailed etiology of CHD is unknown but some environmental factors are suspected as the cause of this disease. However, the geographical variations in CHD prevalence would be highly valuable in providing a clue on the role of the environment in CHD etiology. Here, we investigate the spatial patterns and geographic differences in CHD prevalence among 0- to 14-year-old children, discuss the possible environmental risk factors that might be associated with CHD prevalence in Sichuan Basin from 2004 to 2009.

Methods

The hierarchical Bayesian model was used to estimate CHD prevalence at the township level. Spatial autocorrelation statistics were performed, and a hot-spot analysis with different distance thresholds was used to identify the spatial pattern of CHD prevalence. Distribution and clustering maps were drawn using geographic information system tools.

Results

CHD prevalence was significantly clustered in Sichuan Basin in different spatial scale. Typical hot/cold clusters were identified, and possible CHD causes were discussed. The association between selected hypothetical environmental factors of maternal exposure and CHD prevalence was evaluated.

Conclusions

The largest hot-spot clustering phenomena and the CHD prevalence clustering trend among 0- to 14-year-old children in the study area showed a plausibly close similarity with those observed in the Tuojiang River Basin. The high ecological risk of heavy metal(Cd, As, and Pb)sediments in the middle and lower streams of the Tuojiang River watershed and ammonia–nitrogen pollution may have contribution to the high prevalence of CHD in this area.
Appendix
Available only for authorised users
Literature
1.
go back to reference van der Linde D, Konings EEM, Slager MA, Witsenburg M, Helbing WA, Takkenberg JJM, Roos-Hesselink JW: Birth prevalence of congenital heart disease WorldwideA systematic review and meta-analysis. J Am Coll Cardiol. 2011, 58 (21): 2241-2247. 10.1016/j.jacc.2011.08.025.CrossRefPubMed van der Linde D, Konings EEM, Slager MA, Witsenburg M, Helbing WA, Takkenberg JJM, Roos-Hesselink JW: Birth prevalence of congenital heart disease WorldwideA systematic review and meta-analysis. J Am Coll Cardiol. 2011, 58 (21): 2241-2247. 10.1016/j.jacc.2011.08.025.CrossRefPubMed
2.
go back to reference Bernier PL, Stefanescu A, Samoukovic G, Tchervenkov CI: The challenge of congenital heart disease worldwide: epidemiologic and demographic facts. Semin Thorac Cardiovasc Surg Pediatr Card Surg Annu. 2010, 13: 26-34. 10.1053/j.pcsu.2010.02.005.CrossRefPubMed Bernier PL, Stefanescu A, Samoukovic G, Tchervenkov CI: The challenge of congenital heart disease worldwide: epidemiologic and demographic facts. Semin Thorac Cardiovasc Surg Pediatr Card Surg Annu. 2010, 13: 26-34. 10.1053/j.pcsu.2010.02.005.CrossRefPubMed
3.
go back to reference Liu S, Liu J, Tang J, Ji J, Chen J, Liu C: Environmental risk factors for congenital heart disease in the Shandong Peninsula, China: a hospital-based case–control study. J Epidemiol. 2009, 19 (3): 122-130. 10.2188/jea.JE20080039.CrossRefPubMedPubMedCentral Liu S, Liu J, Tang J, Ji J, Chen J, Liu C: Environmental risk factors for congenital heart disease in the Shandong Peninsula, China: a hospital-based case–control study. J Epidemiol. 2009, 19 (3): 122-130. 10.2188/jea.JE20080039.CrossRefPubMedPubMedCentral
4.
go back to reference Liu YL: The advancement and challenges of management of infant and young children's congenital heart defect in China. Nat Med J China. 2004, 84 (11): 881-884. Liu YL: The advancement and challenges of management of infant and young children's congenital heart defect in China. Nat Med J China. 2004, 84 (11): 881-884.
5.
go back to reference Ouyang N, Luo J, Du Q, Liu Z: Case–control study on environmental factors in congenital heart disease. J Cent S Univ Med Sci. 2011, 36 (2): 159-164. Ouyang N, Luo J, Du Q, Liu Z: Case–control study on environmental factors in congenital heart disease. J Cent S Univ Med Sci. 2011, 36 (2): 159-164.
6.
go back to reference Zhang Y, Riehle-Colarusso T, Correa A, Li S, Feng X, Gindler J, Lin H, Webb C, Li W, Trines J, Berry RJ, Yeung L, Luo Y, Jiang M, Chen H, Sun X, Li Z: Observed prevalence of congenital heart defects from a surveillance study in China. J Ultrasound Med. 2011, 30 (7): 989-995.PubMedPubMedCentral Zhang Y, Riehle-Colarusso T, Correa A, Li S, Feng X, Gindler J, Lin H, Webb C, Li W, Trines J, Berry RJ, Yeung L, Luo Y, Jiang M, Chen H, Sun X, Li Z: Observed prevalence of congenital heart defects from a surveillance study in China. J Ultrasound Med. 2011, 30 (7): 989-995.PubMedPubMedCentral
7.
go back to reference Wu J, Wang J, Meng B, Chen G, Pang L, Song X, Zhang K, Zhang T, Zheng X: Exploratory spatial data analysis for the identification of risk factors to birth defects. BMC Public Health. 2004, 4 (1): 23-10.1186/1471-2458-4-23.CrossRefPubMedPubMedCentral Wu J, Wang J, Meng B, Chen G, Pang L, Song X, Zhang K, Zhang T, Zheng X: Exploratory spatial data analysis for the identification of risk factors to birth defects. BMC Public Health. 2004, 4 (1): 23-10.1186/1471-2458-4-23.CrossRefPubMedPubMedCentral
8.
go back to reference Mocumbi AO, Lameira E, Yaksh A, Paul L, Ferreira MB, Sidi D: Challenges on the management of congenital heart disease in developing countries. Int J Cardiol. 2011, 148 (3): 285-288. 10.1016/j.ijcard.2009.11.006.CrossRefPubMed Mocumbi AO, Lameira E, Yaksh A, Paul L, Ferreira MB, Sidi D: Challenges on the management of congenital heart disease in developing countries. Int J Cardiol. 2011, 148 (3): 285-288. 10.1016/j.ijcard.2009.11.006.CrossRefPubMed
9.
go back to reference Li H, Calder CA, Cressie N: Beyond Moran's I: testing for spatial dependence based on the spatial autoregressive model. Geogr Anal. 2007, 39 (4): 357-375. 10.1111/j.1538-4632.2007.00708.x.CrossRef Li H, Calder CA, Cressie N: Beyond Moran's I: testing for spatial dependence based on the spatial autoregressive model. Geogr Anal. 2007, 39 (4): 357-375. 10.1111/j.1538-4632.2007.00708.x.CrossRef
10.
go back to reference Klemetti A: Environmental factors and congenital malformations, a prospective study. Acta Ophthalmol (Copenh). 1968, 46 (3): 350-351.CrossRef Klemetti A: Environmental factors and congenital malformations, a prospective study. Acta Ophthalmol (Copenh). 1968, 46 (3): 350-351.CrossRef
11.
go back to reference Nora JJ: Multifactorial inheritance hypothesis for the etiology of congenital heart diseases: the genetic-environmental interaction. Circulation. 1968, 38 (3): 604-617. 10.1161/01.CIR.38.3.604.CrossRefPubMed Nora JJ: Multifactorial inheritance hypothesis for the etiology of congenital heart diseases: the genetic-environmental interaction. Circulation. 1968, 38 (3): 604-617. 10.1161/01.CIR.38.3.604.CrossRefPubMed
12.
go back to reference Brennan P, Young ID: Congenital heart malformations: aetiology and associations. Semin Neonatol. 2001, 6 (1): 17-25. 10.1053/siny.2000.0032.CrossRefPubMed Brennan P, Young ID: Congenital heart malformations: aetiology and associations. Semin Neonatol. 2001, 6 (1): 17-25. 10.1053/siny.2000.0032.CrossRefPubMed
13.
go back to reference Blue GM, Kirk EP, Sholler GF, Harvey RP, Winlaw DS: Congenital heart disease: current knowledge about causes and inheritance. Med J Aust. 2012, 197 (3): 155-159. 10.5694/mja12.10811.CrossRefPubMed Blue GM, Kirk EP, Sholler GF, Harvey RP, Winlaw DS: Congenital heart disease: current knowledge about causes and inheritance. Med J Aust. 2012, 197 (3): 155-159. 10.5694/mja12.10811.CrossRefPubMed
14.
go back to reference Dolk H: Epidemiologic approaches to identifying environmental causes of birth defects. Am J Med Genet C: Semin Med Genet. 2004, 125C (1): 4-11. 10.1002/ajmg.c.30000.CrossRef Dolk H: Epidemiologic approaches to identifying environmental causes of birth defects. Am J Med Genet C: Semin Med Genet. 2004, 125C (1): 4-11. 10.1002/ajmg.c.30000.CrossRef
15.
go back to reference Armstrong BG, Dolk H, Pattenden S, Vrijheid M, Loane M, Rankin J, Dunn CE, Grundy C, Abramsky L, Boyd PA, Stone D, Wellesley D: Geographic variation and localised clustering of congenital anomalies in Great Britain. Emerg Themes Epidemiol. 2007, 4: 14-10.1186/1742-7622-4-14.CrossRefPubMedPubMedCentral Armstrong BG, Dolk H, Pattenden S, Vrijheid M, Loane M, Rankin J, Dunn CE, Grundy C, Abramsky L, Boyd PA, Stone D, Wellesley D: Geographic variation and localised clustering of congenital anomalies in Great Britain. Emerg Themes Epidemiol. 2007, 4: 14-10.1186/1742-7622-4-14.CrossRefPubMedPubMedCentral
16.
go back to reference Greer W, Sandridge AL, Al-Menieir M, Al Rowais A: Geographical distribution of congenital heart defects in Saudi Arabia. Ann Saudi Med. 2005, 25 (1): 63-69.PubMed Greer W, Sandridge AL, Al-Menieir M, Al Rowais A: Geographical distribution of congenital heart defects in Saudi Arabia. Ann Saudi Med. 2005, 25 (1): 63-69.PubMed
17.
go back to reference Cronk CE, Gangnon R, Cossette S, McElroy JA, Pelech AN: Modeling geographic risk of complex congenital heart defects in Eastern Wisconsin. Birth Defects Res Part A: Clin Mol Teratol. 2011, 91 (7): 631-641. 10.1002/bdra.20828.CrossRef Cronk CE, Gangnon R, Cossette S, McElroy JA, Pelech AN: Modeling geographic risk of complex congenital heart defects in Eastern Wisconsin. Birth Defects Res Part A: Clin Mol Teratol. 2011, 91 (7): 631-641. 10.1002/bdra.20828.CrossRef
18.
go back to reference Cavero Carbonell C, Zurriaga O, Pérez Panadés J, Barona Vilar C, Martos Jiménez C: Temporal variation and geographical distribution: congenital heart defects in the Comunitat Valenciana. Anales de Pediatria (Barcelona, Spain: 2003). 2013, 79 (3): 149-156. 10.1016/j.anpedi.2012.12.007.CrossRef Cavero Carbonell C, Zurriaga O, Pérez Panadés J, Barona Vilar C, Martos Jiménez C: Temporal variation and geographical distribution: congenital heart defects in the Comunitat Valenciana. Anales de Pediatria (Barcelona, Spain: 2003). 2013, 79 (3): 149-156. 10.1016/j.anpedi.2012.12.007.CrossRef
19.
go back to reference Agay-Shay K, Amitai Y, Peretz C, Linn S, Friger M, Peled A: Exploratory spatial data analysis of congenital malformations (CM) in israel, 2000–2006. ISPRS Int J Geo-Inform. 2013, 2 (1): 237-255. 10.3390/ijgi2010237.CrossRef Agay-Shay K, Amitai Y, Peretz C, Linn S, Friger M, Peled A: Exploratory spatial data analysis of congenital malformations (CM) in israel, 2000–2006. ISPRS Int J Geo-Inform. 2013, 2 (1): 237-255. 10.3390/ijgi2010237.CrossRef
20.
go back to reference Miao CY, Li WX, Geng D, Tao LA, Zuberbuhler JS, Zuberbuhler JR: Effect of high altitude on prevalence of congenital heart disease. Chin Med J. 1988, 101 (6): 415-418.PubMed Miao CY, Li WX, Geng D, Tao LA, Zuberbuhler JS, Zuberbuhler JR: Effect of high altitude on prevalence of congenital heart disease. Chin Med J. 1988, 101 (6): 415-418.PubMed
21.
go back to reference Sandridge AL, Greer W, Al-Menieir M, Al Rowais A: Exploring the impact of altitude on congenital heart defects in Saudi Arabia. Avicenna. 2010, 2010: 3-CrossRef Sandridge AL, Greer W, Al-Menieir M, Al Rowais A: Exploring the impact of altitude on congenital heart defects in Saudi Arabia. Avicenna. 2010, 2010: 3-CrossRef
22.
go back to reference Miao CY, Zuberbuhler JS, Zuberbuhler JR: Prevalence of congenital cardiac anomalies at high altitude. J Am Coll Cardiol. 1988, 12 (1): 224-228. 10.1016/0735-1097(88)90378-6.CrossRefPubMed Miao CY, Zuberbuhler JS, Zuberbuhler JR: Prevalence of congenital cardiac anomalies at high altitude. J Am Coll Cardiol. 1988, 12 (1): 224-228. 10.1016/0735-1097(88)90378-6.CrossRefPubMed
23.
go back to reference Davies BR: The seasonal conception of lethal congenital malformations. Arch Med Res. 2000, 31 (6): 589-591. 10.1016/S0188-4409(00)00245-9.CrossRefPubMed Davies BR: The seasonal conception of lethal congenital malformations. Arch Med Res. 2000, 31 (6): 589-591. 10.1016/S0188-4409(00)00245-9.CrossRefPubMed
24.
go back to reference Samanek M, Slavik Z, Krejcir M: Seasonal differences in the incidence of congenital heart defects. Czech Med. 1991, 14 (3): 146-155.PubMed Samanek M, Slavik Z, Krejcir M: Seasonal differences in the incidence of congenital heart defects. Czech Med. 1991, 14 (3): 146-155.PubMed
25.
go back to reference Sandahl B: Seasonal incidence of some congenital malformations in the central nervous system in Sweden, 1965–1972. Acta Paediatr Scand. 1977, 66 (1): 65-72. 10.1111/j.1651-2227.1977.tb07809.x.CrossRefPubMed Sandahl B: Seasonal incidence of some congenital malformations in the central nervous system in Sweden, 1965–1972. Acta Paediatr Scand. 1977, 66 (1): 65-72. 10.1111/j.1651-2227.1977.tb07809.x.CrossRefPubMed
26.
go back to reference Valadez A, Meltzer AA: Seasonal variation in the incidence of congenital malformations in San Miguel de Allende, Mexico. Prog Clin Biol Res. 1990, 341A: 741-745.PubMed Valadez A, Meltzer AA: Seasonal variation in the incidence of congenital malformations in San Miguel de Allende, Mexico. Prog Clin Biol Res. 1990, 341A: 741-745.PubMed
27.
go back to reference Grech V: Seasonality in live births with congenital heart disease in Malta. Cardiol Young. 1999, 9 (4): 396-401.CrossRefPubMed Grech V: Seasonality in live births with congenital heart disease in Malta. Cardiol Young. 1999, 9 (4): 396-401.CrossRefPubMed
28.
go back to reference Dadvand P, Rankin J, Rushton S, Pless-Mulloli T: Ambient air pollution and congenital heart disease: A register-based study. Environ Res. 2011, 111 (3): 435-441. 10.1016/j.envres.2011.01.022.CrossRefPubMed Dadvand P, Rankin J, Rushton S, Pless-Mulloli T: Ambient air pollution and congenital heart disease: A register-based study. Environ Res. 2011, 111 (3): 435-441. 10.1016/j.envres.2011.01.022.CrossRefPubMed
29.
go back to reference Dolk H, Armstrong B, Lachowycz K, Vrijheid M, Rankin J, Abramsky L, Boyd PA, Wellesley D: Ambient air pollution and risk of congenital anomalies in England, 1991–1999. Occup Environ Med. 2010, 67 (4): 223-227. 10.1136/oem.2009.045997.CrossRefPubMed Dolk H, Armstrong B, Lachowycz K, Vrijheid M, Rankin J, Abramsky L, Boyd PA, Wellesley D: Ambient air pollution and risk of congenital anomalies in England, 1991–1999. Occup Environ Med. 2010, 67 (4): 223-227. 10.1136/oem.2009.045997.CrossRefPubMed
30.
go back to reference Dadvand P, Rankin J, Rushton S, Pless-Mulloli T: Association between maternal exposure to ambient Air pollution and congenital heart disease: a register-based spatiotemporal analysis. Am J Epidemiol. 2010, 173 (2): 171-182.CrossRefPubMedPubMedCentral Dadvand P, Rankin J, Rushton S, Pless-Mulloli T: Association between maternal exposure to ambient Air pollution and congenital heart disease: a register-based spatiotemporal analysis. Am J Epidemiol. 2010, 173 (2): 171-182.CrossRefPubMedPubMedCentral
31.
go back to reference Rankin J, Chadwick T, Natarajan M, Howel D, Pearce MS, Pless-Mulloli T: Maternal exposure to ambient air pollutants and risk of congenital anomalies. Environ Res. 2009, 109 (2): 181-187. 10.1016/j.envres.2008.11.007.CrossRefPubMed Rankin J, Chadwick T, Natarajan M, Howel D, Pearce MS, Pless-Mulloli T: Maternal exposure to ambient air pollutants and risk of congenital anomalies. Environ Res. 2009, 109 (2): 181-187. 10.1016/j.envres.2008.11.007.CrossRefPubMed
32.
go back to reference Agay-Shay K, Friger M, Linn S, Peled A, Amitai Y, Peretz C: Air pollution and congenital heart defects. Environ Res. 2013, 124: 28-34.CrossRefPubMed Agay-Shay K, Friger M, Linn S, Peled A, Amitai Y, Peretz C: Air pollution and congenital heart defects. Environ Res. 2013, 124: 28-34.CrossRefPubMed
33.
go back to reference Vrijheid M, Martinez D, Manzanares S, Dadvand P, Schembari A, Rankin J, Nieuwenhuijsen M: Ambient air pollution and risk of congenital anomalies: a systematic review and meta-analysis. Environ Health Perspect. 2011, 119 (5): 598-CrossRefPubMed Vrijheid M, Martinez D, Manzanares S, Dadvand P, Schembari A, Rankin J, Nieuwenhuijsen M: Ambient air pollution and risk of congenital anomalies: a systematic review and meta-analysis. Environ Health Perspect. 2011, 119 (5): 598-CrossRefPubMed
34.
go back to reference Goldberg SJ, Lebowitz MD, Graver EJ, Hicks S: An association of human congenital cardiac malformations and drinking water contaminants. J Am Coll Cardiol. 1990, 16 (1): 155-164. 10.1016/0735-1097(90)90473-3.CrossRefPubMed Goldberg SJ, Lebowitz MD, Graver EJ, Hicks S: An association of human congenital cardiac malformations and drinking water contaminants. J Am Coll Cardiol. 1990, 16 (1): 155-164. 10.1016/0735-1097(90)90473-3.CrossRefPubMed
35.
go back to reference Dolk H, Vrijheid M: The impact of environmental pollution on congenital anomalies. Br Med Bull. 2003, 68: 25-45. 10.1093/bmb/ldg024.CrossRefPubMed Dolk H, Vrijheid M: The impact of environmental pollution on congenital anomalies. Br Med Bull. 2003, 68: 25-45. 10.1093/bmb/ldg024.CrossRefPubMed
36.
go back to reference Kuciene R, Dulskiene V: Selected environmental risk factors and congenital heart defects. Medicina (Kaunas). 2008, 44: 827-832. Kuciene R, Dulskiene V: Selected environmental risk factors and congenital heart defects. Medicina (Kaunas). 2008, 44: 827-832.
37.
go back to reference Stoupel E, Birk E, Kogan A, Klinger G, Abramson E, Israelevich P, Sulkes J, Linder N: Congenital heart disease: correlation with fluctuations in cosmophysical activity, 1995–2005. Int J Cardiol. 2009, 135 (2): 207-210. 10.1016/j.ijcard.2008.03.053.CrossRefPubMed Stoupel E, Birk E, Kogan A, Klinger G, Abramson E, Israelevich P, Sulkes J, Linder N: Congenital heart disease: correlation with fluctuations in cosmophysical activity, 1995–2005. Int J Cardiol. 2009, 135 (2): 207-210. 10.1016/j.ijcard.2008.03.053.CrossRefPubMed
38.
go back to reference Stoupel EDV, Kuciene R, Abramson E, Israelevich P, Sulkes J: Congenital heart disease (CHD) and environmental physical activity, kaunas, 1995–2005. Sun and Geosphere. 2009, 4 (2): 45-49. Stoupel EDV, Kuciene R, Abramson E, Israelevich P, Sulkes J: Congenital heart disease (CHD) and environmental physical activity, kaunas, 1995–2005. Sun and Geosphere. 2009, 4 (2): 45-49.
39.
go back to reference Anselin: Local indicators of spatial association: LISA. Geogr Anal. 1995, 27 (3): 93-115. Anselin: Local indicators of spatial association: LISA. Geogr Anal. 1995, 27 (3): 93-115.
40.
go back to reference Getis A, Ord JK: The analysis of spatial association by use of distance statistics. Geogr Anal. 1992, 24 (3): 189-206.CrossRef Getis A, Ord JK: The analysis of spatial association by use of distance statistics. Geogr Anal. 1992, 24 (3): 189-206.CrossRef
41.
go back to reference Spiegelhalter D, Thomas A, Best N, Lunn D: WinBug program version 1.4. Biostatistics Unit, Cambridge. 2003, 7 (8): 9- Spiegelhalter D, Thomas A, Best N, Lunn D: WinBug program version 1.4. Biostatistics Unit, Cambridge. 2003, 7 (8): 9-
43.
go back to reference Haining RP: Spatial Data Analysis: Theory and Practice. 2003, Cambridge: Cambridge University PressCrossRef Haining RP: Spatial Data Analysis: Theory and Practice. 2003, Cambridge: Cambridge University PressCrossRef
44.
go back to reference Besag J, Newell J: The detection of clusters in rare diseases. J R Stat Soc Ser A Stat Soc. 1991, 154: 143-155. 10.2307/2982708.CrossRef Besag J, Newell J: The detection of clusters in rare diseases. J R Stat Soc Ser A Stat Soc. 1991, 154: 143-155. 10.2307/2982708.CrossRef
45.
go back to reference Besag J: Spatial interaction and the statistical analysis of lattice systems. J R Stat Soc Ser B Methodol. 1974, 36 (2): 192-236. Besag J: Spatial interaction and the statistical analysis of lattice systems. J R Stat Soc Ser B Methodol. 1974, 36 (2): 192-236.
46.
go back to reference Tobler WR: A computer movie simulating urban growth in the Detroit region. Econ Geogr. 1970, 46: 234-240.CrossRef Tobler WR: A computer movie simulating urban growth in the Detroit region. Econ Geogr. 1970, 46: 234-240.CrossRef
47.
go back to reference Ord JK, Getis A: Testing for local spatial autocorrelation in the presence of global autocorrelation. J Reg Sci. 2001, 41 (3): 411-432. 10.1111/0022-4146.00224.CrossRef Ord JK, Getis A: Testing for local spatial autocorrelation in the presence of global autocorrelation. J Reg Sci. 2001, 41 (3): 411-432. 10.1111/0022-4146.00224.CrossRef
48.
49.
go back to reference Jia-xuan L, Ze-ming S, Lin Z, Shi-jun N: Evaluation on potential ecological risk of heavy metals pollution in sediments from Tuojiang drainage. Earth Environ. 2010, 4: 017- Jia-xuan L, Ze-ming S, Lin Z, Shi-jun N: Evaluation on potential ecological risk of heavy metals pollution in sediments from Tuojiang drainage. Earth Environ. 2010, 4: 017-
50.
go back to reference TingTing W: Vertical Distributions of Various Bacteria and Arsenic Species in Sediments of Tuojiang River in Different Seasons. 2008, PhD Thesis,Chengdu: University of Technology, Analytical Chemistry TingTing W: Vertical Distributions of Various Bacteria and Arsenic Species in Sediments of Tuojiang River in Different Seasons. 2008, PhD Thesis,Chengdu: University of Technology, Analytical Chemistry
51.
go back to reference Jian-ping L: Study of water quality analysis and pollution status of Tuojiang river in the area of Fushun. Sichuan Environ. 2013, 32 (2): 23-26. Jian-ping L: Study of water quality analysis and pollution status of Tuojiang river in the area of Fushun. Sichuan Environ. 2013, 32 (2): 23-26.
52.
go back to reference WU Y, Deng T, XU Q, Guo Y: Environmental pollution behaviors of Pb and Cd in fluvial sediments in Tuojiang river. Guangdong Trace Ele Sci. 2010, 17 (9): 22-28. WU Y, Deng T, XU Q, Guo Y: Environmental pollution behaviors of Pb and Cd in fluvial sediments in Tuojiang river. Guangdong Trace Ele Sci. 2010, 17 (9): 22-28.
53.
go back to reference Hayward PM: The Modifiable Areal Unit Problem (MAUP) and Health Disparities. 2009, Proquest: Umi Dissertation Publishing Hayward PM: The Modifiable Areal Unit Problem (MAUP) and Health Disparities. 2009, Proquest: Umi Dissertation Publishing
Metadata
Title
Spatial patterns of the congenital heart disease prevalence among 0- to 14-year-old children in Sichuan Basin, P. R China, from 2004 to 2009
Authors
Li-Guang Ma
Jun Zhao
Zhou-Peng Ren
Yuan-Yuan Wang
Zuo-Qi Peng
Jin-Feng Wang
Xu Ma
Publication date
01-12-2014
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2014
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-14-595

Other articles of this Issue 1/2014

BMC Public Health 1/2014 Go to the issue