Abstract
Environmental contamination from pharmaceuticals has received increased attention from researchers in the past 20 years. As such, numerous lab-scale studies have sought to characterize the effects of these contaminants on various targets, as well as determine improved removal methods. Many studies have used lab-scale bioreactors to investigate pharmaceutical effects on wastewater bacteria, as wastewater treatment plants often act as reservoirs for pharmaceuticals. However, few—if any—of these studies report the specific lab materials used during testing, such as tubing or pipette tip type. In this study, the pharmaceuticals erythromycin, diclofenac, and gemfibrozil were exposed to different micropipette tips, syringe filters, and tubing types, and losses over time were evaluated. Losses to tubing and syringe filters were particularly significant and neared 100%, depending on the pharmaceutical compound and length of exposure time. Results discussed herein indicate that pharmaceutical sorption to various lab supplies results in decreases to both dosed and quantified pharmaceutical concentrations. Studies that fail to consider this source of loss may therefore draw inaccurate conclusions about pharmaceutical effects or removal efficiencies.
Similar content being viewed by others
Data Availability
The datasets generated and/or analyzed during the current study are available from the corresponding author on reasonable request.
References
Amorim, C. L., Maia, A. S., Mesquita, R. B., Rangel, A. O., van Loosdrecht, M. C., Tiritan, M. E., & Castro, P. M. (2014). Performance of aerobic granular sludge in a sequencing batch bioreactor exposed to ofloxacin, norfloxacin and ciprofloxacin. Water Research, 50, 101–113. https://doi.org/10.1016/j.watres.2013.10.043
Amorim, C. L., Moreira, I. S., Ribeiro, A. R., Santos, L. H. M. L. M., Delerue-Matos, C., Tiritan, M. E., & Castro, P. M. L. (2016). Treatment of a simulated wastewater amended with a chiral pharmaceuticals mixture by an aerobic granular sludge sequencing batch reactor. International Biodeterioration & Biodegradation, 115, 277–285. https://doi.org/10.1016/j.ibiod.2016.09.009
Avdeef, A., Box, K. J., Comer, J. E. A., Hibbert, C., & Tam, K. Y. (1998). Determination of liposomal membrane-water partition coefficients of ionizable drugs. Pharmaceutical Research, 15(2), 209–215. https://doi.org/10.1023/A:1011954332221
Boonnorat, J., Kanyatrakul, A., Prakhongsak, A., Honda, R., Panichnumsin, P., & Boonapatcharoen, N. (2019). Effect of hydraulic retention time on micropollutant biodegradation in activated sludge system augmented with acclimatized sludge treating low-micropollutants wastewater. Chemosphere, 230, 606–615. https://doi.org/10.1016/j.chemosphere.2019.05.039
Calisto, V., & Esteves, V. I. (2009). Psychiatric pharmaceuticals in the environment. Chemosphere, 77(10), 1257–1274. https://doi.org/10.1016/j.chemosphere.2009.09.021
Camacho-Muñoz, D., Martín, J., Santos, J. L., Aparicio, I., & Alonso, E. (2009). An affordable method for the simultaneous determination of the most studied pharmaceutical compounds as wastewater and surface water pollutants. Journal of Separation Science, 32(18), 3064–3073. https://doi.org/10.1002/jssc.200900128
Chen, Y., Yu, G., Cao, Q., Zhang, H., Lin, Q., & Hong, Y. (2012). Occurrence and environmental implications of pharmaceuticals in Chinese municipal sewage sludge. Chemosphere, 93(9), 1765–1772. https://doi.org/10.1016/j.chemosphere.2013.06.007
de Kreuk, M. K., & van Loosdrecht, M. C. M. (2004). Selection of slow growing organisms as a means for improving aerobic granular sludge stability. Water Science and Technology, 49(11–12), 9–17. https://doi.org/10.2166/wst.2004.0792
Fang, Y., Karnjanapiboonwong, A., Chase, D. A., Wang, J., Morse, A. N., & Anderson, T. A. (2012). Occurrence, fate, and persistence of gemfibrozil in water and soil. Environmental Toxicology and Chemistry, 31(3), 550–555. https://doi.org/10.1002/etc.1725
Focazio, M. J., Kolpin, D. W., Barnes, K. K., Furlong, E. T., Meyer, M. T., Zaugg, S. D., & Thurman, M. E. (2008). A national reconnaissance for pharmaceuticals and other organic wastewater contaminants in the United States — II) Untreated drinking water sources. Science of the Total Environment, 402(2), 201–216.
Godfrey, E., Woessner, W. W., & Benotti, M. J. (2007). Pharmaceuticals in on-site sewage effluent and ground water. Western Montana. Groundwater, 45(3), 263–271. https://doi.org/10.1111/j.1745-6584.2006.00288.x
Hebig, K. H., Nödler, K., Licha, T., & Scheytt, T. J. (2014). Impact of materials used in lab and field experiments on the recovery of organic micropollutants. Science of the Total Environment, 473–474, 125–131. https://doi.org/10.1016/j.scitotenv.2013.12.004
Icopini, G.A., Swinney, T., and English, A. (2016). Occurrence and distribution of organic wastewater contaminants in waters of the Gallatin Valley, Gallatin County, Montana. Montana Bureau of Mines and Geology Open-File Report, 684, 136. http://mbmg.mtech.edu/pdf-open-files/mbmg684.pdf
Kang, A. J., Brown, A. K., Wong, C. S., & Yuan, Q. (2018). Removal of antibiotic sulfamethoxazole by anoxic/anaerobic/oxic granular and suspended activated sludge processes. Bioresource Technology, 251, 151–157. https://doi.org/10.1016/j.biortech.2017.12.021
Kent, J., & Tay, J. H. (2019). Treatment of 17α-ethinylestradiol, 4-nonylphenol, and carbamazepine in wastewater using an aerobic granular sludge sequencing batch reactor. Science of the Total Environment, 652, 1270–1278. https://doi.org/10.1016/j.scitotenv.2018.10.301
Kim, S., & Aga, D. S. (2007). Potential ecological and human health impacts of antibiotics and antibiotic-resistant bacteria from wastewater treatment plants. Journal of Toxicology and Environmental Health, Part B, 10(8), 559–573. https://doi.org/10.1080/15287390600975137
Kincl, M., Meleh, M., Veber, M., & Vrecer, F. (2004). Study of physicochemical parameters affecting the release of diclofenac sodium from lipophilic matrix tablets. Acta Chimica Slovenica, 51(3), 409–425. http://acta-arhiv.chem-soc.si/51/51-3-409.pdf
Kong, Q., Wang, Z.-B., Shu, L., & Miao, M.-S. (2015). Characterization of the extracellular polymeric substances and microbial community of aerobic granulation sludge exposed to cefalexin. International Biodeterioration & Biodegradation, 102, 375–382. https://doi.org/10.1016/j.ibiod.2015.04.020
Kose, H. (2010). The effects of physical factors on the adsorption of synthetic organic compounds by activated carbons and activated carbon fibers. In: Environmental Engineering and Earth Science. 2010, Clemson. https://tigerprints.clemson.edu/all_theses/930
Louvet, J. N., Giammarino, C., Potier, O., & Pons, M. N. (2010). Adverse effects of erythromycin on the structure and chemistry of activated sludge. Environmental Pollution, 158(3), 688–693. https://doi.org/10.1016/j.envpol.2009.10.021
Margot, J., Lochmatter, S., Barry, D. A., & Holliger, C. (2015). Role of ammonia-oxidizing bacteria in micropollutant removal from wastewater with aerobic granular sludge. Water Science and Technology, 73(3), 564–575. https://doi.org/10.2166/wst.2015.514
McKeen, L. W. (2012). Fluoropolymers. In L. W. McKeen (Ed.), Film properties of plastics and elastomers (3rd ed., pp 255–313). William Andrew Publishing. https://doi.org/10.1016/B978-1-4557-2551-9.00011-6
Moreira, I. S., Amorim, C. L., Ribeiro, A. R., Mesquita, R. B. R., Rangel, A. O. S. S., van Loosdrecht, M. C. M., & Castro, P. M. L. (2015). Removal of fluoxetine and its effects in the performance of an aerobic granular sludge sequential batch reactor. Journal of Hazardous Materials, 287, 93–101. https://doi.org/10.1016/j.jhazmat.2015.01.020
Muñoz-Palazon, B., Rosa-Masegosa, A., Hurtado-Martinez, M., Rodriguez-Sanchez, A., Link, A., Vilchez-Vargas, R., Gonzalez-Martinez, A., & Lopez, J. G. (2021). Total and metabolically active microbial community of aerobic granular sludge systems operated in sequential batch reactors: effect of pharmaceutical compounds. Toxics, 9(5), 93. https://doi.org/10.3390/toxics9050093
Rodriguez-Sanchez, A., Margareto, A., Robledo-Mahon, T., Aranda, E., Diaz-Cruz, S., Gonzalez-Lopez, J., & Gonzalez-Martinez, A. (2017). Performance and bacterial community structure of a granular autotrophic nitrogen removal bioreactor amended with high antibiotic concentrations. Chemical Engineering Journal, 325, 257–269. https://doi.org/10.1016/j.cej.2017.05.078
Sathishkumar, P., Meena, R. A. A., Palanisami, T., Ashokkumar, V., Palvannan, T., & Gu, F. L. (2020). Occurrence, interactive effects and ecological risk of diclofenac in environmental compartments and biota - A review. Science of the Total Environment, 698, 134057.
Schafhauser, B. H., Kristofco, L. A., de Oliveira, C. M. R., & Brooks, B. W. (2018). Global review and analysis of erythromycin in the environment: Occurrence, bioaccumulation and antibiotic resistance hazards. Environmental Pollution, 238, 440–451. https://doi.org/10.1016/j.envpol.2018.03.052
Sodré, F. F., & Sampaio, T. R. (2020). Development and application of a SPE-LC-QTOF method for the quantification of micropollutants of emerging concern in drinking waters from the Brazilian capital. Emerging Contaminants, 6, 72–81. https://doi.org/10.1016/j.emcon.2020.01.001
Spongberg, A., & Witter, J. (2008). Pharmaceutical compounds in the wastewater process stream in Northwest Ohio. The Science of the Total Environment, 397, 148–157. https://doi.org/10.1016/j.scitotenv.2008.02.042
Tay, S.T.-L., Moy, B.Y.-P., Jiang, H.-L., & Tay, J.-H. (2005). Rapid cultivation of stable aerobic phenol-degrading granules using acetate-fed granules as microbial seed. Journal of Biotechnology, 115(4), 387–395. https://doi.org/10.1016/j.jbiotec.2004.09.008
Wang, L., Deng, S., Wang, S., & Su, H. (2017). Analysis of aerobic granules under the toxic effect of ampicillin in sequencing batch reactors: Performance and microbial community. Journal of Environmental Management, 204(Pt 1), 152–159. https://doi.org/10.1016/j.jenvman.2017.08.027
Wang, S., Ma, X., Wang, Y., Du, G., Tay, J.-H., & Li, J. (2019). Piggery wastewater treatment by aerobic granular sludge: Granulation process and antibiotics and antibiotic-resistant bacteria removal and transport. Bioresource Technology, 273, 350–357. https://doi.org/10.1016/j.biortech.2018.11.023
Wang, X. C., Chen, Z. L., Kang, J., Zhao, X., & Shen, J. M. (2018). Removal of tetracycline by aerobic granular sludge and its bacterial community dynamics in SBR. Rsc Advances, 8(33), 18284–18293. https://doi.org/10.1039/c8ra01357h
Xia, K., Bhandari, A., Das, K., & Pillar, G. (2005). Occurrence and fate of pharmaceuticals and personal care products (PPCPs) in biosolids. Journal of Environmental Quality, 34(1), 91–104. https://doi.org/10.2134/jeq2005.0091
Yang, X., Wan, Y., Zheng, Y., He, F., Yu, Z., Huang, J., & Gao, B. (2019). Surface functional groups of carbon-based adsorbents and their roles in the removal of heavy metals from aqueous solutions: A critical review. Chemical Engineering Journal, 366, 608–621. https://doi.org/10.1016/j.cej.2019.02.119
Yu, Z., Zhang, Y., Zhang, Z., Dong, J., Fu, J., Xu, X., & Zhu, L. (2020). Enhancement of PPCPs removal by shaped microbial community of aerobic granular sludge under condition of low C/N ratio influent. Journal of Hazardous Materials, 394, 122583. https://doi.org/10.1016/j.jhazmat.2020.122583
Zhao, X., Chen, Z., Wang, X., Li, J., Shen, J., & Xu, H. (2015). Remediation of pharmaceuticals and personal care products using an aerobic granular sludge sequencing bioreactor and microbial community profiling using Solexa sequencing technology analysis. Bioresource Technology, 179, 104–112. https://doi.org/10.1016/j.biortech.2014.12.002
Zhu, L., Lv, M.-L., Dai, X., Zhou, J.-H., & Xu, X.-Y. (2013). The stability of aerobic granular sludge under 4-chloroaniline shock in a sequential air-lift bioreactor (SABR). Bioresource Technology, 140, 126–130. https://doi.org/10.1016/j.biortech.2013.04.017
Funding
This research is supported by Montana INBRE, which is funded by the National Institute of General Medical Sciences division of the National Institutes of Health under Award Number P20GM103474. Special thanks also to staff at the Mass Spectrometry Facility at Montana State University (MSU) for training and assistance. Funding for the Proteomics, Metabolomics and Mass Spectrometry Facility used in this publication was made possible in part by the MJ Murdock Charitable Trust, the National Institute of General Medical Sciences of the National Institutes of Health under Award Numbers P20GM103474 and S10OD28650, and the MSU Office of Research, Economic Development and Graduate Education. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.
Author information
Authors and Affiliations
Contributions
Study conceptualization and methodology: Kylie B. Bodle; Formal analysis and investigation: Kylie B. Bodle, Madeline R. Pernat; Writing – original draft preparation: Kylie B. Bodle; Writing – review and editing: Catherine M. Kirkland, Madeline R. Pernat, Kylie B. Bodle; Funding acquisition, resources, and supervision: Catherine M. Kirkland.
Corresponding author
Ethics declarations
Conflict of Interest
The authors declare no competing interests.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Bodle, K.B., Pernat, M.R. & Kirkland, C.M. Pharmaceutical Sorption to Lab Materials May Overestimate Rates of Removal in Lab-Scale Bioreactors. Water Air Soil Pollut 233, 505 (2022). https://doi.org/10.1007/s11270-022-05974-2
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s11270-022-05974-2