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A scoping review of surface wipe sampling for antineoplastic drug contamination in patient care areas. 病人护理区抗肿瘤药物污染表面擦拭取样的范围综述。
IF 1.5 4区 医学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2025-06-01 Epub Date: 2025-04-30 DOI: 10.1080/15459624.2025.2471397
AnnMarie L Walton, Melissa A Powell, Leila Ledbetter, Margaret A Bush

Antineoplastic drug (AD) exposure can cause adverse health effects for healthcare workers. AD contamination on surfaces persists despite interventions to reduce it. The United States Pharmacopeial Convention recommends surface sampling as a measure of exposure control but does not offer guidance regarding specific ADs, surfaces in patient care areas, or size of surface area to sample. This scoping review of literature published since January 1, 2004 aimed to identify specific surfaces in patient care areas which were tested and found to be contaminated with ADs. The authors describe (a) which ADs were assessed, (b) the percent of surfaces contaminated; and sizes of sampling areas for surface testing, and (c) whether personal protective equipment (PPE) or closed system transfer devices (CSTDs) were utilized to reduce healthcare worker exposure and AD surface contamination. The majority of studies were conducted in North America or Europe. The most common location for testing was hospitals. Most studies sampled for one to three marker drugs of interest, with cyclophosphamide being the most common. Most studies utilized a standardized surface area with 100 to 900 cm2 being the most common. Time of day varied, but most sampling was conducted at the end of the workday before cleaning. Gas chromatography-tandem mass spectrometry (GC-MSMS) and liquid chromatography-tandem mass spectrometry (LC-MSMS) were the most frequent analytical methods used. Contamination was found most often on floors, nursing counters, armchairs, intravenous (IV) poles/pumps, patient tables, hazardous drug (HD) waste containers, doorknobs/handles, storage shelves, bathroom surfaces, HD vials/bags, and telephones. PPE and CSTD use were not consistently reported. Based on this review, the authors make several recommendations for the standardization of data collection and reporting of findings. Key among these is the need to measure and report data on the use of PPE and CSTDs to modify environmental contamination and, critically, healthcare worker exposure to ADs.

抗肿瘤药物(AD)暴露可对卫生保健工作者造成不利的健康影响。尽管采取了减少表面AD污染的措施,但污染仍然存在。《美国药典公约》建议表面取样作为一种暴露控制措施,但没有就特定的ADs、病人护理区域的表面或取样表面积的大小提供指导。本文对2004年1月1日以来发表的文献进行了范围综述,旨在确定经检测并发现被ADs污染的患者护理区域的特定表面。作者描述了(a)评估了哪些ADs, (b)污染表面的百分比;表面检测取样区域的大小,以及(c)是否使用了个人防护装备(PPE)或封闭系统转移装置(CSTDs)来减少医护人员接触和AD表面污染。大多数研究是在北美或欧洲进行的。最常见的检测地点是医院。大多数研究取样于一到三种感兴趣的标记药物,环磷酰胺是最常见的。大多数研究使用标准化表面积,最常见的是100至900平方厘米。一天中的时间各不相同,但大多数采样是在工作日结束前进行的。气相色谱-串联质谱(GC-MSMS)和液相色谱-串联质谱(LC-MSMS)是最常用的分析方法。污染最常见于地板、护理柜台、扶手椅、静脉注射杆/泵、病人桌、危险药物废物容器、门把手/把手、储物架、浴室表面、危险药物小瓶/袋和电话。个人防护装备和性病的使用没有一致的报告。在此基础上,作者对数据收集和结果报告的标准化提出了几点建议。其中的关键是需要测量和报告使用个人防护装备和性传播疾病的数据,以改善环境污染,更重要的是,改善卫生保健工作者对ad的暴露。
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引用次数: 0
Exploring aerosol-specific calibration and performance of three direct-reading photometers. 探索三种直读光度计的气溶胶特定校准和性能。
IF 1.5 4区 医学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2025-06-01 Epub Date: 2025-03-10 DOI: 10.1080/15459624.2025.2473461
Karl O Braun

Laser photometers provide real-time data on airborne aerosols. They are a valuable tool for assessing task exposures, as well as process and environmental changes. However, their performance compared to the validated National Institute of Occupational Health and Safety (NIOSH) method Particulates Not Otherwise Regulated, Respirable 0600 gravitational method is uncertain. NIOSH has established a criterion for sampling and analytical methods to be within 25% of the 'true' concentration. Manufacturers and research scientists cite the importance of using an aerosol-specific calibration factor to improve instrument correlation with the gravimetric method. Field data from three photometers are presented to illustrate instrument performance variability and evaluate single and averaged aerosol-specific calibration factors. Respirable particulate and respirable crystalline silica (RCS) were simultaneously measured ten times in an operating rock crushing facility using the NIOSH methods 0600 and 7500 Silica, Crystalline, by XRD (filter redeposition) and three factory calibrated photometers. Ten aerosol-specific calibration factors were calculated for each photometer and used to determine single and averaged aerosol-specific calibration factors. Single and averaged aerosol-specific calibration factors were mathematically applied to "correct" the factory calibrated instrument measurements. Performance was evaluated using absolute relative error. With the factory calibration, the average absolute relative error for each instrument exceeded 25%. A single-event aerosol-specific calibration factor reduced the average absolute relative error for all instruments, bringing it below 25% for one of the three photometers. A 3-run average aerosol-specific calibration factor reduced the average absolute relative error below 25% for all instruments. Further averaging of calibration factor provided no significant advantage. The 95th percentile of absolute error fell below 25% for one of the tested instruments when applying both a single and averaged calibration factor but remained above 25% for the other two instruments. Field testing of the single-run, three-run average and ten-run average calibration factors revealed that the absolute relative error exceeded 25% in at least one of the three CF-field tests for each instrument. The average absolute relative error in estimates of RCS varied from 7 to 38%.

激光光度计提供空气中气溶胶的实时数据。它们是评估任务暴露以及过程和环境变化的有价值的工具。然而,与经过验证的美国国家职业健康与安全研究所(NIOSH)方法相比,它们的性能是不确定的。NIOSH已经建立了采样和分析方法的标准,在“真实”浓度的25%以内。制造商和研究科学家引用了使用气溶胶特定校准因子的重要性,以提高仪器与重量法的相关性。从三个光度计的现场数据,以说明仪器性能变异性和评估单一和平均气溶胶特定的校准因子。使用NIOSH方法0600和7500二氧化硅晶体,通过XRD(过滤器再沉积)和三个工厂校准的光度计,在一个运行中的岩石破碎设备中同时测量了10次可吸入颗粒物和可吸入结晶二氧化硅(RCS)。为每个光度计计算10个气溶胶特异性校准因子,并用于确定单个和平均气溶胶特异性校准因子。单一和平均气溶胶特定校准因子被数学应用于“纠正”工厂校准的仪器测量。使用绝对相对误差评估性能。经出厂校准,每台仪器的平均绝对相对误差超过25%。单一事件气溶胶特定校准因子降低了所有仪器的平均绝对相对误差,使三个光度计中的一个的相对误差低于25%。3次平均气溶胶特定校准因子将所有仪器的平均绝对相对误差降低到25%以下。进一步平均校正因子没有显著的优势。当应用单一和平均校准因子时,其中一台被测仪器的第95百分位绝对误差低于25%,而其他两台仪器的绝对误差仍高于25%。对单次、三次平均和十次平均校准因子的现场测试表明,每台仪器在三次cf现场测试中至少有一次的绝对相对误差超过25%。RCS估计的平均绝对相对误差从7%到38%不等。
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引用次数: 0
Feasibility of a virtual safety officer in detecting PPE donning and doffing violations. 虚拟安全员检测PPE穿脱违规行为的可行性。
IF 1.5 4区 医学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2025-06-01 Epub Date: 2025-04-09 DOI: 10.1080/15459624.2025.2471394
Bo Lee, Bilal Ahmed, Naoru Koizumi, Carine Gonçalves Galvão, Neal Sikka, Claudia Ranniger

A safety officer (SO) can assist healthcare workers in minimizing respiratory transmission of communicable diseases through verification of compliance with safety protocols, such as appropriately donning and doffing personal protective equipment (PPE). This project sought to determine if observation of PPE donning and doffing for detection of protocol violations by a virtual safety officer (VSO) was a feasible option to improve the safety of the workplace. Five healthcare workers with experience serving as safety officers were enrolled in a feasibility study in which they observed actors donning and doffing PPE in-person and noted errors using a curated checklist for documentation. One month later, the same participants viewed recordings of the in-person sessions and again recorded errors for seven trials. Five hundred and twenty-three responses recorded from the SOs across the in-person and virtual trials aligned 88.7% of the time. SOs were more accurate in the virtual setting than in the in-person setting (87.6% vs. 82.4%, respectively). However, Cohen's kappa showed lower inter-rater reliability when observing virtually than in-person, especially in the doffing steps of the protocol. A VSO may be a feasible option when assessing whether participants can correctly follow PPE donning and doffing protocols. Future work includes incorporating real-time observation, 360-degree cameras, virtual reality (VR), and augmented reality (AR) to increase visualization, thereby increasing inter-rater reliability.

安全干事可以通过核查安全规程的遵守情况(例如适当穿戴和脱下个人防护装备),帮助卫生保健工作者最大限度地减少传染病的呼吸道传播。该项目旨在确定虚拟安全干事观察个人防护装备的穿戴和脱下情况以发现违反协议的情况是否是改善工作场所安全的可行选择。五名具有担任安全官员经验的卫生保健工作者参加了一项可行性研究,在这项研究中,他们观察演员亲自穿戴和脱下个人防护装备,并使用精心编制的文件清单指出错误。一个月后,同样的参与者观看了面对面会议的录音,并再次记录了七次试验中的错误。在现场和虚拟试验中,从SOs记录的523个反应有88.7%的时间是一致的。虚拟情境下的SOs比面对面情境下的SOs更准确(分别为87.6%和82.4%)。然而,Cohen的kappa在虚拟观察时显示出比面对面观察更低的评级间可靠性,特别是在协议的退出步骤中。在评估参与者是否能够正确遵守个人防护装备的穿戴和脱下规程时,VSO可能是一个可行的选择。未来的工作包括结合实时观察、360度摄像头、虚拟现实(VR)和增强现实(AR)来增强可视化,从而提高评级间的可靠性。
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引用次数: 0
The Action Level. 行动层面。
IF 1.5 4区 医学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2025-06-01 Epub Date: 2025-06-02 DOI: 10.1080/15459624.2025.2510836
J Thomas Pierce
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引用次数: 0
Toward rapid silica analysis of CPDM samples: A study of dust recovery and quartz estimation using lab and field samples. CPDM样品的快速二氧化硅分析:使用实验室和现场样品进行粉尘回收和石英估计的研究。
IF 1.5 4区 医学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2025-06-01 Epub Date: 2025-03-10 DOI: 10.1080/15459624.2025.2471392
August Greth, Garek Elie, Emily Sarver

In US coal mines, the continuous personal dust monitor (CPDM) is frequently used to determine miners' exposure to respirable dust. Capabilities to analyze the respirable crystalline silica (RCS) content of that dust are needed, but the CPDM sample collection substrate ("stub") interferes with direct analysis. To overcome this challenge, a three-step method is proposed to recover the dust from the stub, deposit the dust on a polyvinyl chloride (PVC) filter, and analyze the recovered dust by Fourier Transform Infrared Spectroscopy (FTIR) to determine the quartz content (as a proxy for RCS). Recent work has established procedures for the latter two steps using representative dust samples suspended in isopropyl alcohol (IPA). That work is extended in the current study to also address the dust recovery step, testing both IPA and deionized water (H2O) as recovery liquids. Here, blank CPDM stubs were subjected to the entire three-step method and results were used to establish a quartz mass correction for residue that is recovered from the stub itself. Then, the method and correction were applied to lab-spiked and field CPDM stubs. For spiked samples, predicted and expected quartz mass values were highly correlated (R2 values >0.97 regardless of recovery liquid or application of the blank CPDM-stub correction); though predicted values were consistently lower than expected values (regression line slopes between 0.84 and 0.86), which might be related to effects of total recovered sample mass on the deposition pattern achieved on PVC filter. For the field samples, IPA proved to be a much more efficient recovery liquid than H2O. Unfortunately, the evaluation of the predicted quartz mass results on the field samples was confounded by apparent issues with reference filter samples intended to determine expected values.

在美国煤矿,连续个人粉尘监测仪(CPDM)经常被用来测定矿工的呼吸性粉尘暴露量。需要分析粉尘中可吸入二氧化硅晶体(RCS)含量的能力,但CPDM样品收集基板(“存根”)会干扰直接分析。为了克服这一挑战,提出了一种三步法:从短段回收粉尘,将粉尘沉积在聚氯乙烯(PVC)过滤器上,并通过傅里叶变换红外光谱(FTIR)分析回收粉尘以确定石英含量(作为RCS的代表)。最近的工作确定了后两个步骤的程序,使用悬浮在异丙醇(IPA)中的代表性粉尘样品。这项工作在目前的研究中得到了扩展,以解决粉尘回收步骤,测试IPA和去离子水(H2O)作为回收液体。在这里,空白CPDM存根进行了整个三步法,结果用于建立从存根本身回收的残留物的石英质量校正。然后,将该方法和校正应用于实验室加标和现场CPDM存根。对于加标样品,预测和预期石英质量值高度相关(无论回收液或应用空白CPDM-stub校正,R2值均为>0.97);尽管预测值始终低于期望值(回归线斜率在0.84和0.86之间),这可能与总回收样品质量对PVC过滤器沉积模式的影响有关。对于现场样品,IPA被证明是一种比H2O更有效的回收液体。不幸的是,对现场样品的预测石英质量结果的评估被用于确定期望值的参考过滤器样品的明显问题所混淆。
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引用次数: 0
A comparison of the ventilatory responses to wearing either a hood or a mask escape respirator with identical nose-cups. 戴相同鼻罩的兜帽和面罩的呼吸反应比较。
IF 1.5 4区 医学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2025-06-01 Epub Date: 2025-03-10 DOI: 10.1080/15459624.2025.2473463
Dror Ofir, Yehuda Arieli, Mirit Eynan, Ben Aviner, Yoav Yanir

Differences in escape respirator design can influence the wearer's ventilatory response and impact inspired oxygen (O2) and carbon dioxide (CO2) concentrations. There has been minimal investigation into the differences between hood and mask designs as escape respirators that compare between the ventilatory responses of wearing either a hood or mask escape respirator with an identical nose-cup. Thirty-nine healthy young males participated in the study. Each subject participated in two 20-min sessions of monitored breathing, wearing either a hood-type filtering facepiece respirator "CAPS 2000" (Shalon Chemical Industries, Israel & Supergum Industries Ltd, Israel) or an "Orange Diamond" filtering facepiece mask-type escape respirator (DEA Mop, Israel). Inspired gas concentrations of CO2 and O2 as well as the ventilatory response were recorded through a nose-cup during the test. Inspired CO2, minute ventilation, breathing frequency, and the index of central ventilatory drive (VT/TI) were all significantly higher (p < 0.05) while wearing a mask respirator compared to a hood respirator. The hood respirator evaluated in the present study outperformed the mask respirator in most indices when measured at rest. The hood respirator had a reduced ventilatory demand compared to the mask respirator and may be advantageous for individuals with weaker respiratory systems, such as the elderly or those who suffer from respiratory diseases.

逃生呼吸器设计的差异会影响佩戴者的通气反应,并影响吸入的氧气(O2)和二氧化碳(CO2)浓度。对于作为逃生呼吸器的兜帽和口罩设计之间的差异进行了最少的调查,比较了佩戴相同鼻罩的兜帽或口罩的呼吸反应。39名健康的年轻男性参与了这项研究。每位受试者都参加了两次20分钟的呼吸监测,他们要么戴着“CAPS 2000”(以色列Shalon化学工业公司和Supergum工业公司,以色列)的面罩式过滤面罩,要么戴着“Orange Diamond”过滤面罩式逃生呼吸器(以色列DEA Mop公司)。在测试过程中,通过鼻杯记录吸入气体CO2和O2的浓度以及通气反应。吸入二氧化碳量、分气量、呼吸频率和中央通气驱动指数(VT/TI)均显著升高(p
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引用次数: 0
Heat risks in agriculture: Microclimate variability and worker safety in sweet corn and tobacco. 农业热风险:甜玉米和烟草的小气候变化和工人安全。
IF 1.5 4区 医学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2025-06-01 Epub Date: 2025-03-21 DOI: 10.1080/15459624.2025.2473469
Ryan Edwards, Noel Lanier, Jo Anne G Balanay, Elizabeth Mizelle

Agricultural work is one of the highest-risk U.S. occupations for heat-related illness (HRIs). Some tall-growing crops can block the cooling effects of wind or contribute to environmental humidity creating warm and humid microclimates (environments directly surrounding workers). The purpose of this study was to assess the differences in environmental heat stress within the center of tall-growing crop fields compared to the field perimeter. In the summer of 2023, two heat stress monitors collected daily measurements of wet bulb globe temperature (WBGT) in sweet corn and tobacco fields; results support that WBGT was higher at the field center of sweet corn and significantly higher at the field center of tobacco: 6.7% more hours in sweet corn and 13.6% more hours in tobacco were considered unsafe heat stress risk levels at the field center when compared to unsafe hours at the field perimeter. Unsafe heat stress risk levels were more likely to occur in the afternoons in the corn field while a high majority of all recorded hours in tobacco were considered unsafe, including the morning hours. The risk of laboring inside tall crop rows and heat-related illness should be considered in worker education and heat stress plans.

农业工作是美国热相关疾病(HRIs)风险最高的职业之一。一些高杆作物会阻挡风的降温作用,或增加环境湿度,从而形成温暖潮湿的小气候(直接围绕工人的环境)。本研究的目的是评估高杆作物种植区中心与周边环境热应力的差异。2023 年夏季,两台热应力监测仪在甜玉米田和烟草田收集了湿球温度(WBGT)的每日测量值;结果表明,甜玉米田中心的湿球温度更高,烟草田中心的湿球温度显著更高:与烟草田周边的不安全小时数相比,甜玉米田中心的不安全热应力风险水平要高出 6.7%,烟草田中心的不安全热应力风险水平要高出 13.6%。玉米田不安全的热应激风险水平更可能发生在下午,而烟草所有记录时数中的绝大多数都被认为是不安全的,包括上午。在工人教育和热应激计划中应考虑到在高作物行内劳动和热相关疾病的风险。
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引用次数: 0
An alternative to the HSE/NPL Mark II Phase Contrast Test Slide for airborne asbestos fiber analysis laboratories. 用于气载石棉纤维分析实验室的 HSE/NPL Mark II 相位对比测试片的替代品。
IF 1.5 4区 医学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2025-05-01 Epub Date: 2025-02-27 DOI: 10.1080/15459624.2025.2464587
Geoff Pickford, Joanna Szymanska

More than 55 years ago, an analytical method employing phase contrast optical microscopy was developed for the quantitative estimation of airborne asbestos fiber concentration, and it was found that the detection limit of these microscopes was dependent upon microscope design, microscope set-up, and observer performance. In the early 1980s, the HSE/NPL Mark II Phase Contrast Test Slide was developed which facilitated standardizing detection limits of microscopes and observers in laboratories around the world. This paper describes the development and testing of an alternative test slide, known as the Pickford Phase Contrast Test Slide, which employs state-of-the-art nano-fabrication technology. Each Pickford Test Slide is certified by the Environmental Analysis Laboratory of the Southern Cross University stating that it is equivalent in performance to that of the HSE/NPL Mark II test slide, which aligns with the United Kingdom Health and Safety Executive HSG248 Asbestos: The Analysts' Guide (2021) requirement. Users report that the Pickford Test Slide is much easier to use than the HSE/NPL Slide. Since the early 1980s, the certification of phase contrast microscope test slides has been based on subjective visibility testing, which is less than ideal because of variations between certifiers, reference standards, and microscopes. Hence, a unique objective visibility test was developed with the aim of replacing subjective testing, and also of conducting routine testing of the test slide phase objects following nano-fabrication. Routine testing has been useful because each Pickford Test Slide is tested and documented so that intricate nano-fabrication chip processes can be controlled over years of production. However, thousands of comparisons of both forms of testing have shown that it is very unlikely that objective visibility testing will ever replace subjective testing because valid and relevant objective testing depends upon standardizing several dozen microscope camera set-up parameters that vary from one camera to another. Further, because the ultimate use of a test slide has always been based on human visibility, validation may not be achievable.

55 年前,人们开发了一种采用相衬光学显微镜的分析方法,用于定量估计空气中石棉纤维的浓度,结果发现这些显微镜的检测限取决于显微镜的设计、显微镜的设置和观察者的表现。20 世纪 80 年代初,HSE/NPL Mark II 相位对比测试载玻片问世,它促进了世界各地实验室显微镜和观察者检测极限的标准化。本文介绍了另一种测试玻片的开发和测试情况,这种玻片被称为皮克福德相衬测试玻片,采用了最先进的纳米制造技术。每块 Pickford 测试玻片都经过南十字星大学环境分析实验室认证,证明其性能等同于 HSE/NPL Mark II 测试玻片,符合英国健康与安全管理局 HSG248《石棉》标准:分析师指南》(2021 年)的要求。用户反映,皮克福德测试玻片比 HSE/NPL 玻片更容易使用。自 20 世纪 80 年代初以来,相衬显微镜测试玻片的认证一直以主观能见度测试为基础,但由于认证人员、参考标准和显微镜之间存在差异,这种方法并不理想。因此,我们开发了一种独特的客观能见度测试,旨在取代主观测试,并对纳米制造后的测试玻片相位对象进行常规测试。常规测试非常有用,因为每个 Pickford 测试片都经过测试并记录在案,这样就可以在多年的生产过程中控制复杂的纳米制造芯片过程。然而,对这两种测试形式进行的数千次比较表明,客观可见度测试不太可能取代主观测试,因为有效和相关的客观测试取决于几十个显微镜相机设置参数的标准化,而这些参数因相机而异。此外,由于测试玻片的最终用途始终以人的可见度为基础,因此可能无法实现验证。
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引用次数: 0
Tackling antineoplastic drugs' contamination in healthcare settings: New insights on surface cleaning approaches. 解决抗肿瘤药物在医疗环境中的污染:表面清洁方法的新见解。
IF 1.5 4区 医学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2025-05-01 Epub Date: 2025-01-21 DOI: 10.1080/15459624.2025.2449945
Maria Francisca Portilha-Cunha, Pedro Norton, Arminda Alves, Ana R L Ribeiro, Adrián M T Silva, Mónica S F Santos

Effective decontamination of hospital surfaces is crucial to protect workers from antineoplastic drugs (ADs) since dermal absorption is the main exposure route to these hazardous medicinal products. Sampling after daily cleaning in oncologic settings from a tertiary hospital was initially performed and exhibited low contamination levels; however, cyclophosphamide was still found (up to 957 pg/cm2) above the guidance value (100 pg/cm2) in four locations, evidencing the need to properly assess and update the cleaning protocols. Then, cleaning efficiencies of six solutions and different protocols were evaluated (including, for the first time, four commercial cleaning solutions/disinfectants not designed specifically for AD removal) after deliberate contamination of three model surfaces with 13 pharmaceuticals: bicalutamide, capecitabine, cyclophosphamide, cyproterone, doxorubicin, etoposide, flutamide, ifosfamide, imatinib, megestrol, mycophenolate mofetil, paclitaxel, and prednisone. Wipe sampling and liquid chromatography-tandem mass spectrometry were employed to determine surface contamination after cleaning. Results revealed that: (i) none of the solutions or procedures totally removed all target pharmaceuticals from surfaces; (ii) the removal efficiency increased with cleaning steps (average removals above 90% were attained for Vyclean and Clinell Universal Spray using two cleaning steps); and (iii) the cleaning efficiency was likely favored by the application of the solution/disinfectant directly on the surfaces. Therefore, considering the dissimilar chemical structures and properties of the numerous ADs in use, the cleaning agent and protocol should be adjusted to the reality of each healthcare unit. Still, the scientific community is encouraged to develop a cleaning solution/protocol to simultaneously eliminate/remove as many ADs as possible.

医院表面的有效去污对于保护工作人员免受抗肿瘤药物(ADs)的侵害至关重要,因为皮肤吸收是这些危险药品的主要暴露途径。在一家三级医院的肿瘤科环境中,最初进行了日常清洁后的采样,显示出低污染水平;然而,环磷酰胺仍在四个地点被发现(高达957 pg/cm2)高于指导值(100 pg/cm2),证明需要适当评估和更新清洁方案。然后,在用比卡鲁胺、卡培他滨、环磷酰胺、环丙孕酮、阿霉素、泊泊苷、氟他胺、异环磷酰胺、伊马替尼、甲地孕酮、霉酚酸酯、紫杉醇和强的松等13种药物故意污染三种模型表面后,评估了六种溶液和不同方案的清洁效率(首次包括四种非专门为去除AD而设计的商业清洁溶液/消毒剂)。采用擦拭取样和液相色谱-串联质谱法测定清洗后的表面污染。结果表明:(1)没有一种溶液或程序能完全从表面去除所有目标药物;(ii)去除效率随着清洗步骤的增加而增加(Vyclean和Clinell Universal Spray使用两个清洗步骤平均去除率超过90%);(三)溶液/消毒液直接应用于物体表面可能更有利于清洁效率。因此,考虑到使用中的众多ADs的化学结构和性质不同,清洗剂和方案应根据每个医疗单位的实际情况进行调整。尽管如此,科学界还是被鼓励开发一种清洁解决方案/协议,以同时消除/去除尽可能多的ad。
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引用次数: 0
Regression tools for chemical release modeling: An additive manufacturing case study. 化学释放建模的回归工具:一个增材制造案例研究。
IF 1.5 4区 医学 Q4 ENVIRONMENTAL SCIENCES Pub Date : 2025-05-01 Epub Date: 2025-01-13 DOI: 10.1080/15459624.2024.2447320
David E Meyer, Raymond L Smith, Elizabeth Lanphear, Sudhakar Takkellapati, John D Chea, Gerardo J Ruiz-Mercado, Michael A Gonzalez, William M Barrett

Chemical release data are essential for performing chemical risk assessments to understand the potential exposures arising from industrial processes. Often, these data are unknown or unavailable and must be estimated. A case study of volatile organic compound releases during extrusion-based additive manufacturing is used here to explore the viability of various regression methods for predicting chemical releases to inform chemical assessments. The methods assessed in this work include linear Least Squares, Least Absolute Shrinkage and Selection Operator (LASSO) and Ridge regression, classification and regression tree, random forest model, and neural network analysis. Secondary data describing polymeric extrusion in multiple applications are curated and assembled in a dataset to support regression modeling using default parameters for the various approaches. The potential to add noise to the dataset and improve regression is evaluated using synthetic data generation. Evaluation of model performance for a common test set found all methods were able to achieve predictions within 10%-error for up to 98% of the test sample population. The degree to which this level of performance was maintained when varying the number and type of features for regression was dependent on the model type. Linear methods and neural network analysis predicted the most test samples within 10%-error for smaller numbers of features while tree-based approaches could accommodate a larger number of features. The number and type of features can be important if the desire is to make chemical-specific release predictions. The inclusion of release data from related processes generally improved test set predictions across all models while the use of synthetic data as implemented here resulted in smaller increases in test sample predictions within 10%-error. Future work should focus on improving access to primary data and optimizing models to achieve maximum predictive performance of environmental releases to support chemical risk assessment.

化学品释放数据对于进行化学品风险评估以了解工业过程中产生的潜在暴露至关重要。通常,这些数据是未知的或不可用的,必须进行估计。本文以挤压增材制造过程中挥发性有机化合物释放为例,探讨各种回归方法预测化学物质释放的可行性,为化学评估提供信息。本研究评估的方法包括线性最小二乘、最小绝对收缩和选择算子(LASSO)和Ridge回归、分类和回归树、随机森林模型和神经网络分析。在多种应用中描述聚合物挤出的次要数据被整理和组装在一个数据集中,以支持使用各种方法的默认参数进行回归建模。使用合成数据生成来评估向数据集添加噪声和改进回归的潜力。对通用测试集的模型性能评估发现,所有方法都能够在高达98%的测试样本总体中实现10%误差以内的预测。当改变回归特征的数量和类型时,维持这种性能水平的程度取决于模型类型。线性方法和神经网络分析预测,对于较小数量的特征,大多数测试样本的误差在10%以内,而基于树的方法可以容纳更多的特征。如果想要预测特定化学物质的释放,特征的数量和类型可能很重要。包含来自相关过程的发布数据通常改善了所有模型的测试集预测,而在这里实现的合成数据的使用导致测试样本预测在10%误差内的较小增长。今后的工作应侧重于改善对原始数据的获取和优化模型,以实现对环境释放的最大预测性能,以支持化学品风险评估。
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Journal of Occupational and Environmental Hygiene
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