Gerdes Megan E, Cruz-Cano Raul, Solaiman Sultana, Ammons Samantha, Allard Sarah M, Sapkota Amy R, Micallef Shirley A, Goldstein Rachel E Rosenberg
Department of Epidemiology and Biostatistics, School of Public Health, University of Maryland, College Park, MD, USA.
Department of Plant Science and Landscape Architecture, University of Maryland, College Park, MD, USA.
Environ Res. 2022 Apr 1;205:112480. doi: 10.1016/j.envres.2021.112480. Epub 2021 Dec 2.
The U.S. Food Safety Modernization Act (FSMA) Produce Safety Rule (PSR) requires that farmers generate a Microbial Water Quality Profile (MWQP) from 20 samples per agricultural water source, taken over 2-4 years and five annual samples thereafter. Farmers must use the MWQP to ascertain a geometric mean (GM) of ≤126 CFU/100 mL and statistical threshold value (STV) of ≤410 CFU/100 mL of generic Escherichia coli. Farmers are responsible for collecting samples and paying for testing, incurring a financial and time burden. To determine if testing frequency can be reduced without compromising accuracy, water samples (n = 279) were collected from twelve sites in the U.S. Mid-Atlantic region from 2016 to 2018 comprising tidal brackish river, non-tidal fresh river, pond, vegetable processing, and reclaimed water. The GM and STV were calculated for all sites and water types using all samples, and for multiple sub-samples of <20 from each site and water type. A Monte Carlo simulation was used to determine the proportion of sub-sample sizes that yielded the same determination as the entire sample size of PSR standard compliance. Four sites, two pond and two reclaimed water sites, complied with PSR GM and STV requirements when using the entire sample set. When a water source's calculated GM and STV using the entire sample set hovered close to the PSR thresholds, sub-sample sizes approached the recommended 20 samples to reach a congruent compliance determination. However, 99% agreement was obtained with a sub-sample of five when the absolute difference between the GM and STV from total samples and the PSR thresholds was ≥2.6 and 4.5 log CFU/100 mL E. coli, respectively. These findings suggest that under certain conditions the MWQP may be generated with well below 20 samples, reducing the economic burden on farmers while still maintaining a representative MWQP.
美国《食品安全现代化法案》(FSMA)农产品安全规则(PSR)要求,农民需从每个农业水源采集20个样本生成微生物水质概况(MWQP),样本采集时间为2至4年,此后每年采集5个样本。农民必须使用MWQP来确定每100毫升中≤126个菌落形成单位(CFU)的几何平均数(GM)以及≤410个CFU/100毫升的通用大肠杆菌统计阈值(STV)。农民负责采集样本和支付检测费用,这带来了经济和时间负担。为了确定在不影响准确性的情况下是否可以减少检测频率,2016年至2018年期间从美国中大西洋地区的12个地点采集了水样(n = 279),这些地点包括潮汐咸水河、非潮汐淡水河、池塘、蔬菜加工厂和再生水。使用所有样本以及每个地点和水类型的多个少于20个的子样本,计算所有地点和水类型的GM和STV。使用蒙特卡罗模拟来确定产生与PSR标准合规的整个样本大小相同判定结果的子样本大小比例。四个地点,两个池塘和两个再生水地点,在使用整个样本集时符合PSR GM和STV要求。当使用整个样本集计算的水源GM和STV接近PSR阈值时,子样本大小接近推荐的20个样本以达成一致的合规判定。然而,当总样本的GM和STV与PSR阈值之间的绝对差值分别≥2.6和4.5 log CFU/100毫升大肠杆菌时,使用5个子样本可获得99%的一致性。这些发现表明,在某些条件下,MWQP可以用远低于20个样本生成,从而减轻农民的经济负担,同时仍能保持具有代表性的MWQP。