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Volumn 22, Issue 3, 2012, Pages 249-269

High prevalence of childhood asthma in Northern Israel is linked to air pollution by particulate matter: Evidence from GIS analysis and Bayesian model averaging

Author keywords

Air pollution; Childhood asthma; Residential communities

Indexed keywords

AERODYNAMICS; AMBIENT AIR; ASTHMA; ATMOSPHERIC POLLUTION; BAYESIAN ANALYSIS; CHILD HEALTH; DECISION MAKING; DISEASE PREVALENCE; GIS; HEALTH RISK; METROPOLITAN AREA; NUMERICAL MODEL; PARTICULATE MATTER; POLLUTION EXPOSURE; PUBLIC HEALTH; RESIDENT POPULATION; RESIDENTIAL LOCATION; RISK FACTOR; SOCIOECONOMIC STATUS; SULFUR DIOXIDE;

EID: 84862177166     PISSN: 09603123     EISSN: 13691619     Source Type: Journal    
DOI: 10.1080/09603123.2011.634387     Document Type: Article
Times cited : (40)

References (79)
  • 1
    • 77649235789 scopus 로고    scopus 로고
    • The association between childhood asthma prevalence and monitored air pollutants in metropolitan areas, United States, 2001-2004
    • Akinbami LJ, Lynch CD, Parker JD, Woodruff TJ. 2010. The association between childhood asthma prevalence and monitored air pollutants in metropolitan areas, United States, 2001-2004. Environ Res. 110(3):294-301.
    • (2010) Environ Res , vol.110 , Issue.3 , pp. 294-301
    • Akinbami, L.J.1    Lynch, C.D.2    Parker, J.D.3    Woodruff, T.J.4
  • 3
    • 62849108422 scopus 로고    scopus 로고
    • Iterative Bayesian Model Averaging: A method for the application of survival analysis to high-dimensional microarray data
    • Annest A, Bumgarner RE, Raftery AE, Yeuzxng. 2009. Iterative Bayesian Model Averaging: a method for the application of survival analysis to high-dimensional microarray data. BMC Bioinformatics. 10:72.
    • (2009) BMC Bioinformatics , vol.10 , pp. 72
    • Annest, A.1    Bumgarner, R.E.2    Raftery, A.E.3    Yeuzxng4
  • 4
    • 33747771435 scopus 로고    scopus 로고
    • Worldwide time trends in the prevalence of symptoms of asthma, allergic rhinoconjunctivitis, and eczema in childhood: ISAAC Phases One and Three repeat multicountry cross-sectional surveys
    • DOI 10.1016/S0140-6736(06)69283-0, PII S0140673606692830
    • Asher MI, Montefort S, Bjorksten B, Lai CKW, Strachan DP, Weilland SK, Williams H. 2006. The ISAAC phase three study group. Worldwide time trends in the prevalence of symptoms of asthma, allergic rhinoconjuntivitis, and eczema in childhood: ISAAC phases one and three repeat multi-country cross-sectional surveys. Lancet 733-743. (Pubitemid 44279052)
    • (2006) Lancet , vol.368 , Issue.9537 , pp. 733-743
    • Asher, M.I.1    Montefort, S.2    Bjorksten, B.3    Lai, C.K.4    Strachan, D.P.5    Weiland, S.K.6    Williams, H.7
  • 7
    • 78651404077 scopus 로고    scopus 로고
    • Persistent high rates of smoking among Israeli Arab males with concomitant decrease among Jews
    • Baron-Epel O, Keinan-Boker L, Weinstein R, Shohat T. 2010. Persistent high rates of smoking among Israeli Arab males with concomitant decrease among Jews. Isr Med Assoc J. 12(12):732-737.
    • (2010) Isr Med Assoc J , vol.12 , Issue.12 , pp. 732-737
    • Baron-Epel, O.1    Keinan-Boker, L.2    Weinstein, R.3    Shohat, T.4
  • 9
    • 84862191867 scopus 로고    scopus 로고
    • The effect of air pollution on children's health in Haifa Bay Area. Preliminary research report
    • Unpublished data
    • Bibi H. Unpublished data. The effect of air pollution on children's health in Haifa Bay Area. Preliminary research report. Min Environ Protect.
    • Min Environ Protect
    • Bibi, H.1
  • 10
    • 0034332398 scopus 로고    scopus 로고
    • Gender differences in asthma in childhood and adolescence
    • Review
    • Bjornson CL, Mitchell I. 2000. Gender differences in asthma in childhood and adolescence. J Gend Specif Med. (8):57-61. Review.
    • (2000) J Gend Specif Med , Issue.8 , pp. 57-61
    • Bjornson, C.L.1    Mitchell, I.2
  • 12
    • 67349094949 scopus 로고    scopus 로고
    • Social disadvantage, air pollution, and asthma physician visits in Toronto, Canada
    • Burra TA, Moineddin R, Agha MM, Glazier RH. 2009. Social disadvantage, air pollution, and asthma physician visits in Toronto, Canada. Environ Res. 5: 567-574.
    • (2009) Environ Res , vol.5 , pp. 567-574
    • Burra, T.A.1    Moineddin, R.2    Agha, M.M.3    Glazier, R.H.4
  • 14
    • 0344065387 scopus 로고    scopus 로고
    • Prospective study of body mass index, weight change, and risk of adult-onset asthma in women
    • Camargo CA Jr, Weiss ST, Zhang S, Willett WC, Speizer FE. 1999. Prospective study of body mass index, weight change, and risk of adult-onset asthma in women. Arch Intern Med 159:2582-2588.
    • (1999) Arch Intern Med , vol.159 , pp. 2582-2588
    • Camargo Jr., C.A.1    Weiss, S.T.2    Zhang, S.3    Willett, W.C.4    Speizer, F.E.5
  • 15
    • 57749094266 scopus 로고    scopus 로고
    • Wheezing and Asthma in childhood: An epidemiological approach
    • (Madr) Review
    • Castro-Rodriguez JA, Garcia-Marcos L. 2008. Wheezing and Asthma in childhood: an epidemiological approach. Allergol Immunopathol (Madr). 36(5):280-290. Review
    • (2008) Allergol Immunopathol , vol.36 , Issue.5 , pp. 280-290
    • Castro-Rodriguez, J.A.1    Garcia-Marcos, L.2
  • 16
    • 77956646017 scopus 로고    scopus 로고
    • Vital signs: Nonsmokers' exposure to secondhand smoke - United States, 1999-2008
    • Centers for Disease Control and Prevention (CDC)
    • Centers for Disease Control and Prevention (CDC). 2010. Vital signs: nonsmokers' exposure to secondhand smoke - United States, 1999-2008. MMWR Morb Mortal Wkly Rep. 59(35):1141-1146.
    • (2010) MMWR Morb Mortal Wkly Rep , vol.59 , Issue.35 , pp. 1141-1146
  • 19
    • 78049254839 scopus 로고    scopus 로고
    • Socioeconomic differences in smoking among Finnish adolescents from 1977-2007
    • Doku D, Koivusilta L, Rainio S, Rimpelä A. 2010. Socioeconomic differences in smoking among Finnish adolescents from 1977-2007. J Adolesc Health. 47(5):479-497.
    • (2010) J Adolesc Health , vol.47 , Issue.5 , pp. 479-497
    • Doku, D.1    Koivusilta, L.2    Rainio, S.3    Rimpelä, A.4
  • 20
    • 33845452592 scopus 로고    scopus 로고
    • Estimating the effect of air pollution from a coal-fired power station on the development of children's pulmonary function
    • DOI 10.1016/j.envres.2006.02.009, PII S0013935106000557
    • Dubnov J, Barchana M, Rishpon S, Leventhal A, Segal I, Carel R, Portnov BA. 2007. Estimating the effect of air pollution from a coal-fired power station on the development of children's pulmonary function. Environ Res. 103:87-98. (Pubitemid 44894399)
    • (2007) Environmental Research , vol.103 , Issue.1 , pp. 87-98
    • Dubnov, J.1    Barchana, M.2    Rishpon, S.3    Leventhal, A.4    Segal, I.5    Carel, R.6    Portnov, B.A.7
  • 21
    • 3142740453 scopus 로고    scopus 로고
    • Spatial epidemiology: Current approaches and future challenges
    • Elliott P., Wartenberg D. 2004. Spatial epidemiology: current approaches and future challenges. Environ Health Perspect. 12(9): 998-1006. (Pubitemid 38931108)
    • (2004) Environmental Health Perspectives , vol.112 , Issue.9 , pp. 998-1006
    • Elliott, P.1    Wartenberg, D.2
  • 22
    • 0032869004 scopus 로고    scopus 로고
    • Examining associations between childhood asthma and traffic flow using a geographic information system
    • English P, Neutra R, Scalf R, Sullivan M, Waller L, Zhu L. 1999. Examining associations between childhood asthma and traffic flow using a geographic information system. Environ Health Perspect. 1999 107:761-767. (Pubitemid 29478888)
    • (1999) Environmental Health Perspectives , vol.107 , Issue.9 , pp. 761-767
    • English, P.1    Neutra, R.2    Scalf, R.3    Sullivan, M.4    Waller, L.5    Zhu, L.6
  • 28
    • 0025615853 scopus 로고
    • Prevalence of respiratory conditions among schoolchildren exposed to different levels of air pollutants in the Haifa Bay area. Israel
    • Goren AI, Hellman S, Brenner S, Egoz N, Rishpon S. 1990. Prevalence of respiratory conditions among schoolchildren exposed to different levels of air pollutants in the Haifa Bay area. Israel. Environ Health Perspect. 89:225-231.
    • (1990) Environ Health Perspect , vol.89 , pp. 225-231
    • Goren, A.I.1    Hellman, S.2    Brenner, S.3    Egoz, N.4    Rishpon, S.5
  • 29
    • 0030879326 scopus 로고    scopus 로고
    • Has the prevalence of asthma increased in children? Evidence from a long term study in Israel
    • Goren AI, Hellmann S. 1997. Has the prevalence of asthma increased in children? Evidence from a long term study in Israel. J Epidemiol Community Health. 51(3):227-232. (Pubitemid 27302881)
    • (1997) Journal of Epidemiology and Community Health , vol.51 , Issue.3 , pp. 227-232
    • Goren, A.I.1    Hellmann, S.2
  • 30
    • 33645315892 scopus 로고    scopus 로고
    • Bayesian perspectives for epidemiological research: I. Foundations and basic methods
    • DOI 10.1093/ije/dyi312
    • Greenland S. 2006. Bayesian perspectives for epidemiological research. I. Foundations and basic methods. Int J Epidemiol. 35(3):765-775. (Pubitemid 43985575)
    • (2006) International Journal of Epidemiology , vol.35 , Issue.3 , pp. 765-775
    • Greenland, S.1
  • 35
    • 84862191868 scopus 로고    scopus 로고
    • [cited 2011 Nov 1, Internet]. Available from
    • ImEP (Israel Ministry of Environmental Protection). [cited 2011 Nov 1, Internet]. Available from: http://www.environment.gov.il/.
  • 37
    • 84862186784 scopus 로고    scopus 로고
    • Israel Central Bureau of Statistics, (ICBS). Jerusalem
    • Israel Central Bureau of Statistics, (ICBS). 2010. Statistical abstract of Israel 2010, no. 61. Jerusalem.
    • (2010) Statistical Abstract of Israel 2010 , Issue.61
  • 41
    • 0042090310 scopus 로고    scopus 로고
    • Oxidative stress: Its role in air pollution and adverse health effects
    • DOI 10.1136/oem.60.8.612
    • Kelly FJ. 2003. Oxidative stress: its role in air pollution and adverse health effects. Occup Environ Med. 60:612-616. (Pubitemid 36976412)
    • (2003) Occupational and Environmental Medicine , vol.60 , Issue.8 , pp. 612-616
    • Kelly, F.J.1
  • 42
    • 67651097717 scopus 로고    scopus 로고
    • Health effects of long-term air pollution: Influence of exposure prediction methods
    • Kim SY, Sheppard L, Kim H. 2009. Health effects of long-term air pollution: influence of exposure prediction methods. Epidemiology. 20(3):442-450.
    • (2009) Epidemiology , vol.20 , Issue.3 , pp. 442-450
    • Kim, S.Y.1    Sheppard, L.2    Kim, H.3
  • 43
    • 8744312612 scopus 로고    scopus 로고
    • Risk factors for asthma incidence: A review of recent prospective evidence
    • King ME, Mannino DM, Holguin F. 2004. Risk factors for asthma incidence. A review of recent prospective evidence. Panminerva Med. 46(2):97-110. (Pubitemid 39523919)
    • (2004) Panminerva Medica , vol.46 , Issue.2 , pp. 97-110
    • King, M.E.1    Mannino, D.M.2    Holguin, F.3
  • 44
    • 67249162517 scopus 로고    scopus 로고
    • International study of asthma and allergies in childhood phase three study group. Global variation in the prevalence and severity of asthma symptoms: Phase three of the International Study of Asthma and Allergies in Childhood (ISAAC)
    • Lai CK, Beasley R, Crane J, Foliaki S, Shah J, Weiland S. 2009. International study of asthma and allergies in childhood phase three study group. Global variation in the prevalence and severity of asthma symptoms: phase three of the International Study of Asthma and Allergies in Childhood (ISAAC). Thorax 64(6):476-483.
    • (2009) Thorax , vol.64 , Issue.6 , pp. 476-483
    • Lai, C.K.1    Beasley, R.2    Crane, J.3    Foliaki, S.4    Shah, J.5    Weiland, S.6
  • 45
    • 36049017465 scopus 로고    scopus 로고
    • Nutrition in pediatric lung disease
    • Review
    • Lands LC. 2003. Nutrition in pediatric lung disease. Paediatr Respir Rev. 8(4):305-311. Review.
    • (2003) Paediatr Respir Rev , vol.8 , Issue.4 , pp. 305-311
    • Lands, L.C.1
  • 52
    • 8844280082 scopus 로고    scopus 로고
    • Air pollution, health, and socio-economic status: The effect of outdoor air quality on childhood asthma
    • DOI 10.1016/j.jhealeco.2004.05.002, PII S0167629604000864
    • Neidell MJ. 2004. Air pollution, health, and socio-economic status: the effect of outdoor air quality on childhood asthma. J Health Econ. 23(6):1209-1236. (Pubitemid 39535591)
    • (2004) Journal of Health Economics , vol.23 , Issue.6 , pp. 1209-1236
    • Neidell, M.J.1
  • 53
    • 77953680256 scopus 로고    scopus 로고
    • The role of housing type and housing quality in urban children with asthma
    • Northridge J, Ramirez OF, Stingone JA, Claudio L. 2010. The role of housing type and housing quality in urban children with asthma. J Urban Health. 87(2):211-224.
    • (2010) J Urban Health , vol.87 , Issue.2 , pp. 211-224
    • Northridge, J.1    Ramirez, O.F.2    Stingone, J.A.3    Claudio, L.4
  • 54
    • 67749133687 scopus 로고    scopus 로고
    • Air pollution and childhood asthma: Recent advances and future directions
    • Review
    • Patel MM, Miller RL. 2009. Air pollution and childhood asthma: recent advances and future directions. Curr Opin Pediatr. 2:235-242. Review.
    • (2009) Curr Opin Pediatr , vol.2 , pp. 235-242
    • Patel, M.M.1    Miller, R.L.2
  • 55
    • 58149289547 scopus 로고    scopus 로고
    • Systematic review of worldwide variations of the prevalence of wheezing symptoms in children
    • Patel SP, Järvelin MR, Little MP. 2008. Systematic review of worldwide variations of the prevalence of wheezing symptoms in children. Environ Health Review. 7:57.
    • (2008) Environ Health Review , vol.7 , pp. 57
    • Patel, S.P.1    Järvelin, M.R.2    Little, M.P.3
  • 58
    • 77956210910 scopus 로고    scopus 로고
    • Spatial misalignment in time series studies of air pollution and health data
    • Peng RD, Bell ML. 2010. Spatial misalignment in time series studies of air pollution and health data. Biostatistics. 11(4):720-740.
    • (2010) Biostatistics , vol.11 , Issue.4 , pp. 720-740
    • Peng, R.D.1    Bell, M.L.2
  • 59
    • 33947281722 scopus 로고    scopus 로고
    • On ecological fallacy, assessment errors stemming from misguided variable selection, and the effect of aggregation on the outcome of epidemiological study
    • DOI 10.1038/sj.jes.7500533, PII 7500533
    • Portnov BA, Dubnov J, Barchana M. 2007. On ecological fallacy, assessment errors stemming from misguided variable selection, and the effect of aggregation on the outcome of epidemiological study. J Expo Sci Environ Epidemiol. 7:106-121. (Pubitemid 46422201)
    • (2007) Journal of Exposure Science and Environmental Epidemiology , vol.17 , Issue.1 , pp. 106-121
    • Portnov, B.A.1    Dubnov, J.2    Barchana, M.3
  • 62
    • 0036674436 scopus 로고    scopus 로고
    • Asthma in the United States: Burden and current theories
    • Review
    • Redd SC. 2002. Asthma in the United States: burden and current theories. Environ Health Perspect. 110 (Suppl) 4:557-560. Review.
    • (2002) Environ Health Perspect , vol.110 , Issue.4 SUPPL. , pp. 557-560
    • Redd, S.C.1
  • 63
    • 67650730014 scopus 로고    scopus 로고
    • The role of behavioral factors in explaining socio-economic differences in adolescent health: A multilevel study in 33 countries
    • Richter M, Erhart M, Vereecken CA, Zambon A, Boyce W, Nic Gabhainn S. 2009. The role of behavioral factors in explaining socio-economic differences in adolescent health: a multilevel study in 33 countries. Soc Sci Med. 69(3):396-403.
    • (2009) Soc Sci Med , vol.69 , Issue.3 , pp. 396-403
    • Richter, M.1    Erhart, M.2    Vereecken, C.A.3    Zambon, A.4    Boyce, W.5    Nic Gabhainn, S.6
  • 64
    • 34347381703 scopus 로고    scopus 로고
    • Trends in the prevalence of asthma symptoms and allergic diseases in Israeli adolescents: Results from a national survey 2003 and comparison with 1997
    • DOI 10.1080/02770900701363983, PII 779836765
    • Romano-Zelekha O, Graif Y, Garty BZ, Livne I, Green MS, Shohat T. 2007. Trends in the prevalence of asthma symptoms and allergic diseases in Israeli adolescents: results from a national survey 2003 and comparison with 1997. J Asthma. 44(5):365-369. (Pubitemid 47026922)
    • (2007) Journal of Asthma , vol.44 , Issue.5 , pp. 365-369
    • Romano-Zelekha, O.1    Graif, Y.2    Garty, B.-Z.3    Livne, I.4    Green, M.S.5    Shohat, T.6
  • 67
    • 49749118596 scopus 로고    scopus 로고
    • Spatial variations in estimated chronic exposure to traffic-related air pollution in working populations: A simulation
    • Setton EM, Keller CP, Cloutier-Fisher D, Hystad PW. 2008. Spatial variations in estimated chronic exposure to traffic-related air pollution in working populations: a simulation. Int J Health Geogr. 7:39.
    • (2008) Int J Health Geogr , vol.7 , pp. 39
    • Setton, E.M.1    Keller, C.P.2    Cloutier-Fisher, D.3    Hystad, P.W.4
  • 68
    • 68149119286 scopus 로고    scopus 로고
    • Parental stress increases the effect of traffic-related air pollution on childhood asthma incidence
    • Shankardass K, McConnell R, Jerrett M, Milam J, Richardson J, Berhane K. 2009. Parental stress increases the effect of traffic-related air pollution on childhood asthma incidence. Proc Natl Acad Sci USA. 106(30):12406-12411.
    • (2009) Proc Natl Acad Sci USA , vol.106 , Issue.30 , pp. 12406-12411
    • Shankardass, K.1    McConnell, R.2    Jerrett, M.3    Milam, J.4    Richardson, J.5    Berhane, K.6
  • 70
    • 78049308857 scopus 로고    scopus 로고
    • Individual exposure to air pollution and lung function in Korea: Spatial analysis using multiple exposure approaches
    • Son JY, Bell ML, Lee JT. 2010 Individual exposure to air pollution and lung function in Korea: spatial analysis using multiple exposure approaches. Environ Res. 110(8):739-749.
    • (2010) Environ Res , vol.110 , Issue.8 , pp. 739-749
    • Son, J.Y.1    Bell, M.L.2    Lee, J.T.3
  • 71
    • 67650553390 scopus 로고    scopus 로고
    • Perception of neighborhood safety and reported childhood lifetime asthma in the United States (US): A study based on a national survey
    • Subramanian SV, Kennedy MH. 2009. Perception of neighborhood safety and reported childhood lifetime asthma in the United States (US): a study based on a national survey. PLoS One. 4(6):e6091.
    • (2009) PLoS One , vol.4 , Issue.6
    • Subramanian, S.V.1    Kennedy, M.H.2
  • 73
    • 0032599695 scopus 로고    scopus 로고
    • Acute effects of urban air pollution on respiratory health of children with and without chronic respiratory symptoms
    • van der Zee S, Hoek G, Boezen HM, Schouten JP, van Wijnen JH, Brunekreef B. 1999. Acute effects of urban air pollution on respiratory health of children with and without chronic respiratory symptoms. Occup Environ Med. 56:802-812.
    • (1999) Occup Environ Med , vol.56 , pp. 802-812
    • Van Der Zee, S.1    Hoek, G.2    Boezen, H.M.3    Schouten, J.P.4    Van Wijnen, J.H.5    Brunekreef, B.6
  • 74
    • 0035889492 scopus 로고    scopus 로고
    • Variable selection and Bayesian model averaging in case-control studies
    • DOI 10.1002/sim.976
    • Viallefont V, Raftery AE, Richardson S. 2001. Variable selection and Bayesian model averaging in case-control studies. Stat Med. 20:3215-3230. (Pubitemid 33034882)
    • (2001) Statistics in Medicine , vol.20 , Issue.21 , pp. 3215-3230
    • Viallefont, V.1    Raftery, A.E.2    Richardson, S.3
  • 75
    • 7944234266 scopus 로고    scopus 로고
    • Comparison of Bayesian model averaging and stepwise methods for model selection in logistic regression
    • DOI 10.1002/sim.1930
    • Wang D, Zhang W, Bakhai A. 2004. Comparison of Bayesian model averaging and stepwise methods for model selection in logistic regression. Stat Med. 23:3451-3467. (Pubitemid 39467863)
    • (2004) Statistics in Medicine , vol.23 , Issue.22 , pp. 3451-3467
    • Wang, D.1    Zhang, W.2    Bakhai, A.3
  • 76
    • 27344454718 scopus 로고    scopus 로고
    • Environmental equity, air quality, socioeconomic status, and respiratory health: A linkage analysis of routine data from the Health Survey for England
    • DOI 10.1136/jech.2005.036418
    • Wheeler BW, Ben-Shlomo Y. 2005. Environmental equity, air quality, socioeconomic status, and respiratory health: a linkage analysis of routine data from the Health Survey for England. J Epidemiol Community Health. 59(11):948-954. (Pubitemid 41527420)
    • (2005) Journal of Epidemiology and Community Health , vol.59 , Issue.11 , pp. 948-954
    • Wheeler, B.W.1    Ben-Shlomo, Y.2
  • 77
    • 5744246784 scopus 로고    scopus 로고
    • Comparison of spatial interpolation methods for the estimation of air quality data
    • Wong DW, Yuan L, Perlin SA. 2004. Comparison of spatial interpolation methods for the estimation of air quality data. J Expo Anal Env Epidemiol. 14:404-415.
    • (2004) J Expo Anal Env Epidemiol , vol.14 , pp. 404-415
    • Wong, D.W.1    Yuan, L.2    Perlin, S.A.3
  • 78
    • 45149126200 scopus 로고    scopus 로고
    • Genetic susceptibility to the respiratory effects of air pollution
    • DOI 10.1136/thx.2007.079426
    • Yang IA, Fong KM, Zimmerman PV, Holgate ST, Holloway JW. 2008. Genetic susceptibility to the respiratory effects of air pollution. Thorax. 63:555-563. (Pubitemid 351831169)
    • (2008) Thorax , vol.63 , Issue.6 , pp. 555-563
    • Yang, I.A.1    Fong, K.M.2    Zimmerman, P.V.3    Holgate, S.T.4    Holloway, J.W.5
  • 79
    • 62249085376 scopus 로고    scopus 로고
    • Air pollution exposure assessment methods utilized in epidemiological studies
    • Zou B, Wilson JG, Zhan FB, Zeng Y. 2009. Air pollution exposure assessment methods utilized in epidemiological studies. J Environ Monit. 11(3):475-490.
    • (2009) J Environ Monit , vol.11 , Issue.3 , pp. 475-490
    • Zou, B.1    Wilson, J.G.2    Zhan, F.B.3    Zeng, Y.4


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