Crump K S
ICF Consulting, Ruston, Louisiana 71270, USA.
J Expo Anal Environ Epidemiol. 2000 May-Jun;10(3):227-39. doi: 10.1038/sj.jea.7500085.
A year-long population-weighted study of personal exposures to particulate matter (PM2.5) was conducted in Toronto while the manganese-containing additive, methylcyclopentadienyl manganese tricarbonyl (MMT), was present in gasoline at an average level of 11.9 mg Mn/l, which was higher than the maximum of 8.3 mg Mn/l allowed in the U.S. In this study, 925 three-day personal samples of PM2.5 (air concentration of aerosol with an aerodynamic diameter of less than 2.5 microm) were collected, along with a record of participants' occupations, personal habits, surroundings, and activities during sampling. Stationary samples of PM2.5 were collected indoors and outdoors at a subset of participants' homes over the same 3-day periods. Three-day samples of PM2.5 were also collected at fixed locations. Personal exposures to PM2.5 were highly influenced by exposure to tobacco smoke, and were poorly correlated with outdoor levels (Kendall's tau=0.13). The mean concentration of PM2.5 in homes (21 microg/m3) was significantly higher than the mean outdoor level (15 microg/m3). By contrast, the mean PM2.5 Mn concentration (air concentration of Mn in PM2.5) was higher outdoors (9.7 ng/m3) than indoors (5.5 ng/m3). Other than from tobacco smoke, there were no indications of significant indoor sources of PM2.5 Mn in homes. The most important predictor of exposure to PM2.5 was time spent in the subway, and a high level (428 ng/m3) of PM2.5 Mn was measured in the subway. The source of this Mn was hypothesized to be friction erosion of subway rails. Small, but statistically significant correlations were present between personal exposures to PM2.5 Mn and several traffic-related variables (time spent in transit, in a motor vehicle, near a roadway with traffic, and in a parking garage). However, in a stepwise regression that adjusted for weather and personal activities, time in a motor vehicle was the only traffic-related variable significantly associated with PM2.5 Mn, and it was only the 10th most important personal activity variable in the final model. Concentrations of PM2.5 Mn were higher at two fixed locations than outside of participants' homes, which were likely further from high traffic areas than the fixed sites. Likewise, outdoor and fixed site samples collected during periods that included weekend days contained lower air concentrations of Mn than samples collected during weekdays when traffic was heavier. On the other hand, the monthly average concentration of Mn in gasoline was negatively correlated with both outdoor and personal PM2.5 Mn, which suggests that traffic-related sources of Mn other than MMT may be present. After omitting participants with exposure to Mn from certain identifiable non-MMT sources (subway riders, metal workers and persons exposed to tobacco smoke), the average (median) personal exposure of the remaining 325 participants to PM2.5 Mn was reduced from 14 ng/m3 (8.5 ng/m3 ) to 8.3 ng/m3 (7.0 ng/m3). Potential sources of this residual Mn exposure include, in addition to MMT, naturally occurring Mn in the earth's crust, other occupational exposure, airborne release of Mn from industrial operations, and friction erosion of Mn from steel-containing products. Taken together, these facts (elimination of participants with Mn exposure from known non-MMT sources reduced average exposures by 40%, the existence of multiple non-MMT sources of the remaining Mn exposure, and the negative correlation between MMT usage and PM2.5 Mn) suggest that the preponderance of personal Mn exposure was from non-MMT sources.
在多伦多开展了一项为期一年的关于个人接触细颗粒物(PM2.5)的人群加权研究,当时汽油中含锰添加剂甲基环戊二烯三羰基锰(MMT)的平均含量为11.9毫克锰/升,高于美国规定的8.3毫克锰/升的上限。在这项研究中,收集了925份为期三天的PM2.5个人样本(空气动力学直径小于2.5微米的气溶胶的空气浓度),同时记录了参与者在采样期间的职业、个人习惯、周围环境和活动情况。在相同的三天时间里,在部分参与者家中的室内和室外收集了PM2.5的固定样本。还在固定地点收集了为期三天的PM2.5样本。个人接触PM2.5受接触烟草烟雾的影响很大,与室外水平的相关性较差(肯德尔tau系数=0.13)。家庭中PM2.5的平均浓度(21微克/立方米)显著高于室外平均水平(15微克/立方米)。相比之下,PM2.5中锰的平均浓度(PM2.5中锰的空气浓度)在室外(9.7纳克/立方米)高于室内(5.5纳克/立方米)。除了烟草烟雾外,没有迹象表明家庭中存在PM2.5中锰的重要室内来源。接触PM2.5的最重要预测因素是在地铁里花费的时间,在地铁中测得的PM2.5中锰的含量很高(428纳克/立方米)。推测这种锰的来源是地铁轨道的摩擦磨损。个人接触PM2.5中锰与几个与交通相关的变量(在途中、在机动车内、在有交通的道路附近以及在停车场花费的时间)之间存在小但具有统计学意义的相关性。然而,在对天气和个人活动进行调整的逐步回归分析中,在机动车内的时间是与PM2.5中锰显著相关的唯一交通相关变量,并且在最终模型中它只是第10个最重要的个人活动变量。在两个固定地点的PM2.5中锰的浓度高于参与者家外,参与者家外可能比固定地点离交通繁忙区域更远。同样,在包括周末的时间段收集的室外和固定地点样本中,锰的空气浓度低于工作日交通更繁忙时收集的样本。另一方面,汽油中锰的月平均浓度与室外和个人的PM2.5中锰均呈负相关,这表明可能存在除MMT之外与交通相关的锰来源。在排除了接触来自某些可识别的非MMT来源(地铁乘客、金属工人和接触烟草烟雾的人)的锰的参与者后,其余325名参与者对PM2.5中锰的平均(中位数)个人接触量从14纳克/立方米(8.5纳克/立方米)降至8.3纳克/立方米(7.0纳克/立方米)。这种残余锰接触的潜在来源除了MMT之外,还包括地壳中天然存在的锰、其他职业接触、工业生产中锰的空气排放以及含钢产品中锰的摩擦磨损。综上所述,这些事实(排除已知非MMT来源的锰接触参与者使平均接触量降低了40%、存在剩余锰接触的多种非MMT来源以及MMT使用与PM2.5中锰之间的负相关)表明个人锰接触的主要来源是非MMT来源。