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Agricultural and Environmental Chemistry
At the Intersection of Urbanization, Water, and Food Security: Determination of Select Contaminants of Emerging Concern in Mussels and Oysters S. Rebekah Burket, Yelena Sapozhnikova, Shan S. Chung, and Bryan W Brooks J. Agric. Food Chem., Just Accepted Manuscript • DOI: 10.1021/acs.jafc.7b05730 • Publication Date (Web): 10 Mar 2018 Downloaded from http://pubs.acs.org on March 11, 2018
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Journal of Agricultural and Food Chemistry
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At the Intersection of Urbanization, Water, and Food Security: Determination of Select
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Contaminants of Emerging Concern in Mussels and Oysters from Hong Kong
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S. Rebekah Burket,1 Yelena Sapozhnikova,2 J.S. Zheng3, Shan Shan Chung,3 Bryan W. Brooks1*
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Baylor University, Waco, Texas, USA; 2USDA Agricultural Research Service, Wyndmoor, PA,
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USA; 3Hong Kong Baptist University, Kowloon Tong, Hong Kong. *
[email protected] Department of Environmental Science, Center for Reservoir and Aquatic Systems Research,
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Table of Contents Graphic
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ABSTRACT
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Aquaculture, which is growing 3-5 times faster than terrestrial agriculture, will play an important
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role to meet future global food production needs. However, over 80% of global sewage
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production is returned to the environment untreated or poorly treated. In developing nations,
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these non-traditional waters of diverse quality are being recycled for aquaculture, yet chemical
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residues are differentially studied. Here, we examined pharmaceuticals, pesticides, PCBs,
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PBDEs, PAHs and flame retardants in marine bivalves using isotope dilution LC-MS/MS and
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low pressure (LP)GC-MS/MS. Green-lipped mussels from the field and oysters from aquaculture
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net pens, which are harvested as food products, were collected adjacent to point source municipal
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wastewater and landfill leachate effluent discharges, respectively, in Hong Kong, the fourth most
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densely populated country in the world. Multiple classes of pharmaceutical, pesticides, PAHs
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and phosphorus-based flame retardants were detected at low µg/kg levels. Acceptable servings
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per week indicated minimal risk for a number of chemicals; however, such calculations could not
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be performed for a number of contaminants of emerging concern. Future efforts are needed to
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better understand contaminant influences on marine bivalve populations and aquaculture product
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safety, particularly in rapidly urbanizing regions of developing countries with limited
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infrastructure.
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Keywords: aquaculture, pharmaceuticals, contaminants of emerging concern, bivalves,
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bioaccumulation, urbanization
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INTRODUCTION
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By 2050, global population is expected to surpass 9.7 billion, with more than 6.3 billion people
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living in urban areas.1 Coupled with climate change, global economic and trade uncertainties,
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and competition for natural resources, food security for more than 9 billion people is listed as a
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high priority goal in the United Nations (UN) 2030 Agenda for Sustainable Development.2
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Aquaculture and fisheries will contribute greatly to global food security as important sources of
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food and nutrition. Capture fishery production has remained relatively constant since 1985, but
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marine fish stocks continue to decline due to overfishing, with over 30 percent of fish stocks
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estimated at biologically unsustainable levels in 2013.3 In 2014, aquaculture surpassed wild-
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caught fisheries for production of fish for human consumption the first time.3
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In fact, between 1961-2013, growth in global supplies of fish for human consumption
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have increased at an annual rate of 3.2 percent, which is faster than the 2016 population growth
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rate estimate of approximately 1.2 percent.3 4 World per capita fish consumption has increased
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from 9.9 kg in the 1960s to more than 20 kg presently due to increased production, reduced
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waste, improved distribution, and growing demand associated with population growth, rising
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incomes, and urbanization. With rapid urbanization occurring globally, the UN estimates predict
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nearly 70 percent of the population will live in urban areas by 2050.1 However, rates of
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urbanization vary by region, with Africa and Asia urbanizing more rapidly than other areas at 1.5
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and 1.1 percent per year, respectively.1 Urban environments are also variable ranging from
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smaller municipalities to megacities (pop. > 10 million). Close to half of all people in urban areas
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reside in peri-urban settlements, while just 12 percent live in one of 28 global megacities (pop. >
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10 million).1 Almost all future rapid urbanization is expected in medium-sized cities located in
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Africa and Asia.
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Megacities, along with rapidly urbanizing medium (pop. between 500,000 and 1 million)
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and large-sized (pop. between 5 and 10 million) cities represent unique challenges for sustainable
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development and food security, while protecting public health and the environment.5 In 2014,
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nearly half of the 28 global megacities were located in Asia.1 Rapid urbanization in these areas
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can strain infrastructure, resulting in variable delivery of essential environmental public health
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services, including access to potable water, solid waste disposal and wastewater treatment.5
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Annual municipal solid waste (MSW) generation varies widely based on income, with higher
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income countries producing the most waste annually. However, the rate of MSW generation is
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increasing most rapidly in urbanizing environments, with Asia predicted as the top producer of
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MSW by 2030.6 Organized and reliable MSW collection is important for the protection of public
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health and the environment; however, collection coverage varies greatly. In Asia, MSW
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collection coverage ranges from 50 to 90 percent, with varying rates of collection and techniques
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of disposal, storage and treatment of landfill leachates.6 Municipal wastewater treatment also
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varies globally, with 80 percent of all generated sewage released to ecosystems without any
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treatment or responsible reuse.7, 8 In 2013, 68 percent of generated sewage in Asia was
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untreated.7
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Growing demand for water and food in rapidly urbanizing environments can be mitigated
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with sustainable and responsible wastewater reuse.9 For example, both treated and untreated
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wastewater has been used in China for agriculture. In 2007, China reported wastewater reuse at
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over 14.8 million m3/day.10 Such observations are important for food safety because Asia
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accounts for nearly 89 percent of global aquaculture production, with over 61 percent occurring
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in mainland China alone.3 Demand for seafood and aquaculture products is increasing,
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particularly in Asia, and cultivation methods are often adjusted to accommodate higher organism
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density via the addition of antibiotics to feed stock. Wastewater reuse for agriculture and other
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purposes is driven by water scarcity and increased demand in densely populated areas. In
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developing and rapidly urbanizing areas, treated wastewater effluent from municipal wastewater
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treatment plants (WWTPs) and MSW landfill leachate are likely utilized in aquaculture, though
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the complete extent of use of these “nontraditional waters” for aquaculture is not known.
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Wastewaters and landfill leachates are important sources of anthropogenic contaminants
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like pharmaceuticals and personal care products, pesticides, polychlorinated biphenyls (PCBs),
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polycyclic aromatic hydrocarbons (PAHs), polybrominated diphenyl ethers (PBDEs), and other
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flame retardants.11, 12 This represents a critical consideration because the majority of global
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aquaculture production, and increasingly consumption, takes place in developing countries, yet
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research focused on aquaculture product safety, public health and the environment are often
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reported from developed countries, where aquaculture practices differ greatly. Herein,
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contaminant residues in aquaculture food products are not well studied, particularly in rapidly
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developing regions of Asia. The primary objective of the present study was to examine
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accumulation of traditional pollutants and contaminants of emerging concern in mollusks from
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along the coast of Hong Kong, the fourth most densely populated country in the world, near
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effluent discharges from municipal and landfill leachate treatment plants. We selected green-
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lipped mussels (Perna viridis) from Victoria Harbor and oysters (Crassostrea hongkongensis)
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from aquaculture operations in Deep Bay for a novel study of pharmaceuticals, pesticides, PCBs,
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PAHs, PBDEs and other flame retardants.
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METHODS
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Study site and sample collection
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Hong Kong is a densely populated megacity, with population densities as high as 57,250
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people/km2.13 Stonecutters Island Sewage Treatment Plant, a chemically enhanced primary
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treatment system, services 93% of the Hong Kong population, discharging up to 2.65 million
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m3/d to Victoria Harbor. P. viridis (n = 17) were collected dockside in Victoria Harbor, adjacent
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to the Stonecutters Island discharge location. The West New Territories (WENT) Landfill, one of
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the largest active landfills in Asia, is located on the Northwest side of Hong Kong and began
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operation in 1993. WENT landfill, one of three active landfills in Hong Kong, receives more
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than 7300 tons of municipal and other waste daily. Leachate is collected for treatment on site
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prior to submarine discharge to the North Western Water Control Zone adjacent to Deep Bay. C.
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hongkongensis (n = 7) were collected from an aquaculture platform adjacent to this point source
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landfill leachate effluent discharge.
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Chemicals
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All chemicals and their corresponding isotopically-labeled analogs were obtained from various
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vendors. Acetaminophen, acetaminophen-d4, amitriptyline, amitriptyline-d3, aripiprazole,
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aripiprazole-d8, benzoylecgonine, benzoylecgonine-d3, buprenorphine, buprenorphine-d4,
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caffeine, carbamazepine, carbamazepine-d10, diclofenac, diltiazem, diphenhydramine,
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diphenhydramine-d3, fluoxetine, fluoxetine-d6, methylphenidate, methylphenidate-d9,
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norfluoxetine, norfluoxetine-d6, promethazine, promethazine-d3, and sertraline were purchased
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as certified analytical standards from Cerilliant (Round Rock, TX, USA). Amlodipine,
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amlodipine-d4, caffeine-d9, desmethylsertraline, desmethylsertraline-d4, diclofenac-d4, diltiazem-
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d3, 13C-erythromycin, sertraline-d3, sulfamethoxazole-d4, trimethoprim and trimethoprim-d9
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were purchased from Toronto Research Chemicals (Toronto, Ontario, Canada). Erythromycin,
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sucralose, and sulfamethoxazole were purchased from Sigma-Aldrich (St. Louis, MO, USA) and
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sucralose-d6 was purchased from Santa Cruz Biotechnology (Santa Cruz, CA, USA). All
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chemicals were reagent grade and used as received. HPLC grade methanol (MeOH) was
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obtained from Fisher Scientific (Fair Lawn, NJ, USA), formic acid was purchased from VWR
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Scientific (Radnor, PA, USA), and a Thermo Barnstead™ Nanopure™ (Dubuque, IA, USA)
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Diamond UV water purification system was used throughout sample analysis to provide 18 MΩ
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water. Chemical standards and vendors for pesticides, PCBs, PAHs, PBDEs and other flame
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retardants have been previously described.14-16
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Pharmaceutical analysis - Sample preparation
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Tissue extraction methods in this study were similar to previously reported methods.17-19
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Collected bivalves were immediately separated from their shells, homogenized, and frozen at -
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20°C prior to shipment to Baylor University for extraction. Approximately 1 g of tissue
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homogenate (wet weight, ww) was transferred to a 20 mL borosilicate glass vial. Homogenizing
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solution (8 mL of a 1:1 mixture of 0.1 M acetic acid and MeOH) was added, along with 50 µL of
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deuterated internal standard mix. Samples were shaken and spun on a rotary extractor for 20 min
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at 25°C. Samples were transferred to 50 mL polypropylene copolymer round-bottomed
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centrifuge tubes (Nalgene Co., Nalgene Brand Products, Rochester, NY, USA) and centrifuged
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at 20000 rpm for 45 min at 4°C. The supernatant was transferred into 18 mL borosilicate glass
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culture tubes (VWR Scientific), and the solvent was evaporated under N2 gas at 45°C in a
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Turbovap evaporator. Once dried (approx. 4 h), samples were reconstituted with 1 mL 95:5 0.1%
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(v/v) formic acid:MeOH and filtered using Pall Acrodisc® hydrophobic Teflon Supor membrane
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syringe filters (13-mm diameter; 0.2-µm pore size; VWR Scientific, Suwanee, GA, USA) before
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analysis.
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Pharmaceutical analysis - Instrumental analysis
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Samples were analyzed for wastewater and landfill leachate indicators, including targeted
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pharmaceuticals, using isotope-dilution liquid chromatography-tandem mass spectrometry (LC-
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MS/MS) with an Agilent Infinity 1260 autosampler/quaternary pumping system, jet stream
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thermal gradient electrospray ionization source, and model 6420 triple quadrupole mass
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analyzer. A binary gradient method consisting of aqueous 0.1% formic acid as solvent A, and
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MeOH as solvent B, was used. Separation was performed using a 10 cm × 2.1 mm Poroshell 120
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SB-AQ column (120Å, 2.7 µm, Agilent Technologies, Santa Clara, CA, USA) preceded by a 5
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mm × 2.1 mm Poroshell 120 SB-C18 attachable guard column. The flow rate was held constant
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at 0.5 mL/min and column temperature was maintained at 60°C. The injection volume was 10
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µL. Analytes were ionized in positive and negative mode using electrospray ionization. MRM
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transitions for the target analytes and associated instrument parameters were automatically
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determined using MassHunter Optimizer Software by flow injection analysis.
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In the present study, method detection limits (MDLs) represented the lowest
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concentrations of an analyte that were reported with 99% confidence that the concentration is
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different from zero in a given matrix. The EPA guideline (40 CFR Part 136, Appendix B) for
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generating method detection limits was followed to generate MDLs. Corresponding MDLs and
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instrument limit of detection (LOD) can be found in SI Table 1. Quantitation was performed
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using an isotope dilution calibration method, as previously described.19 Calibration data were fit
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to a linear regression, and correlation coefficients (r2) for all analytes were ≥ 0.98. Quality
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assurance and quality control measures included running a continued calibration verification
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(CCV) sample every five samples to check calibration validity during the run, with an
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acceptability criterion of ± 20%. Multiple blanks (field, reagent, method) and duplicate matrix
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spikes were included in each analytical sample batch. All matrix spike recoveries fell between
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80% and 120%.
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Pesticide and other environmental contaminants analysis
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Sample preparation for pesticides, PCBs, PAHs, PBDEs and other flame retardants was based on
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QuEChERS extraction with acetonitrile (MeCN) as previously reported.14 Samples of oysters
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and mussels (0.7-2 g) were placed in 15 mL polypropylene tubes, internal standards were added,
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and the tubes were allowed to stand for 15 min. Reagent blank and reagent spikes (1.6 mL of
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water), replicated samples, replicated spiked samples (matrix spikes), and NIST Standard
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Reference Materials 1946 and 1947 were included in the batch. For extraction, 2 mL of
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acetonitrile was added, and the tubes were shaken on a vortex platform shaker for 10 min at 80%
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setting with maximum pulsing. For phase separation, MgSO4 (0.8 g) and NaCl (0.2 g) were
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added to the tubes, following by shaking for 1 min. The tubes were centrifuged for 3 min at 4150
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rpm. Aliquot of the extract (0.6 mL) was transferred to autosampler vials for cleanup with mini-
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SPE columns using robotic Instrument Top Sample Preparation (ITSP) installed on the top GC-
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MS/MS instrument. ITSP was performed as previously described,15 followed by low pressure
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(LP)GC-MS/MS analysis for 211 analytes, including pesticides, PCBs, PAHs, PBDEs and other
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flame retardants. Another aliquot of the extract (0.5 mL) was filtered through 0.2 µm PVDF
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filter vial and subjected to UPLC-MS/MS analysis for 107 pesticides (SI Table 2) as previously
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described.16
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Statistical Analyses
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Results were analyzed using SigmaPlot (Systat Software, San Jose, CA, USA). Tissue
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concentrations between green-lipped mussels and oysters were compared with a t test. If
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normality or equal variance assumptions were not met, a Mann-Whitney rank sum test was used.
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When the analyte concentration was below the MDL, a value of half of the MDL was assigned
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for statistical analysis.20 The Grubb’s test identified one green-lipped mussel sample as an
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outlier. Elevated data for this outlier was not included in statistical analyses, but is listed in SI
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Table 3.
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RESULTS AND DISCUSSION
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We selected Hong Kong for a unique study at the intersection of urbanization, water, and food
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security. We examined green-lipped mussels collected from the field near the discharge of a
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large wastewater effluent discharge. Unlike many regions in Asia where wastewater treatment is
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limited or absent, the Stonecutter Island wastewater treatment plant employs chemically
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enhanced primary treatment technology, which was not intended to significantly remove
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contaminants of emerging concern. We further examined oysters collected at an aquaculture
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facility located adjacent to leachate effluent discharge from one of the largest active landfills in
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Asia. Responsible management of solid wastes and associated leachates to groundwater and
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surface waters are particularly relevant in Southeast Asia. For example, China alone doubled e-
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waste production between 2010 and 2015.21 We thus chose a diverse group of target analytes
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representing consumer products and industrial chemicals for this novel shellfish accumulation
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study in the fourth most densely populated country in the world.
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Journal of Agricultural and Food Chemistry
In the present study, green-lipped mussels and oysters accumulated low levels of
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pharmaceuticals, including antidepressants (amitriptyline, fluoxetine, and sertraline),
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antihypertensives (amlodipine, diltiazem, and propranolol), antibiotics (erythromycin and
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trimethoprim), stimulants (caffeine and methylphenidate), an anesthetic and potential drug of
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abuse (ketamine), an anticonvulsant (carbamazepine), a nonsteroidal anti-inflammatory drug
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(diclofenac), and antihistamines (diphenhydramine and promethazine) (Table 1). Among
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pharmaceutical analytes examined, significantly (p < 0.05) higher levels of several compounds
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were observed in oysters from Deep Bay compared to green-lipped mussels from Victoria
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Harbor (Figure 1). For example, the antidepressants (mean ±SD) amitriptyline (0.2 ± 0.1 µg/kg
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ww), fluoxetine (0.2 ± 0.1 µg/kg ww) and sertraline (1.4 ± 0.4 µg/kg ww) were significantly (p