Quantifying Glycogen in Solids at Full-Scale Enhanced Biological Phosphorous Removal Wastewater Facilities
Publication: Journal of Environmental Engineering
Volume 144, Issue 9
Abstract
Glycogen is a chief metabolic storage pool in bacteria performing enhanced biological phosphorous removal (EBPR) and is a potential resource for the production of bio-based fuels and chemicals. Quantifying glycogen at full-scale EBPRs is necessary to evaluate viability. To more fully understand resource potential, both sampling location and lab-scale quantification methods were compared to ensure suitable assessment. Sampling location, before and after final clarification, indicated that clarification selects for high-glycogen flocs and concentrates glycogen with respect to solids—in this case by 51%. Two assays were compared for glycogen quantification of lyophilized sludge: acid treatment (0.9 M HCl) and alkaline treatment [5 M potassium hydroxide (KOH)], both at 100°C for 3 h. Alkaline treatment recovered only 58% of glycogen in known standards versus 96% for acid treatment. The acid method was successfully applied to waste-activated sludge (WAS) from seven different treatment facilities, which ranged from 2.5 to 2.8% of solids as glycogen. The results represent the first broad survey of glycogen in full-scale EBPR systems and indicates that it is a modest resource potential.
Get full access to this article
View all available purchase options and get full access to this article.
Acknowledgments
The authors wish to thank Dan Hoban and Meilin Jiang for assistance in the lab, Linda (Xingya) Liu and Amanda Kreger for assistance with HPLC, Dr. Eduardo Ximenes for guidance on enzyme selection, Dr. Ximing Zhang for guidance on acid treatment of glucose polymers, and Bob Roudebush of Clay County, IN WWTF, Jack Russell of West WRRF, Patrick Dwyer of Sinking Creek WWTP, Randy Boyette of ReWa, Randy Duckworth of Columbus, IN WWTF, and Adam Huwe of West Lafayette, IN WWTF for assistance in sludge sample collection. This publication was developed under STAR Fellowship Assistance Agreement No. FP-91780201-0 awarded by the USEPA. It has not been formally reviewed by the USEPA. The views expressed in this publication are solely those of Raymond M. RedCorn and Dr. Abigail S. Engelberth, and USEPA does not endorse any products or commercial services mentioned in this publication. This research was also supported in part through the Alfred P. Sloan Foundation, Indigenous Scholars Program.
References
APHA (American Public Health Association), AWWA (American Water Works Association), and WEF (World Wildlife Fund). 2012. Standard methods for the examination of water and wastewater. APHA 2540B. Washington, DC: American Public Health Association.
Bond, P. L., R. Erhart, M. Wagner, J. Keller, and L. L. Blackall. 1999. “Identification of some of the major groups of bacteria in efficient and nonefficient biological phosphorus removal activated sludge systems.” Appl. Environ. Microbiol. 65 (9): 4077–4084.
Chen, H., Y. Liu, B.-J. Ni, Q. Wang, D. Wang, C. Zhang, X. Li, and G. Zeng. 2016. “Full-scale evaluation of aerobic/extended-idle regime inducing biological phosphorus removal and its integration with intermittent sand filter to treat domestic sewage discharged from highway rest area.” Biochem. Eng. J. 113: 114–122. https://doi.org/10.1016/j.bej.2016.06.002.
Chen, H., D. Wang, X. Li, Q. Yang, K. Luo, and G. Zeng. 2013. “Biological phosphorus removal from real wastewater in a sequencing batch reactor operated as aerobic/extended-idle regime.” Biochem. Eng. J. 77: 147–153. https://doi.org/10.1016/j.bej.2013.06.005.
Datta, R., and M. Henry. 2006. “Lactic acid: Recent advances in products, processes and technologies—A review.” J.Chem. Technol. Biotechnol. 81 (7): 1119–1129. https://doi.org/10.1002/jctb.1486.
De-Bashan, L. E., and Y. Bashan. 2004. “Recent advances in removing phosphorus from wastewater and its future use as fertilizer (1997–2003).” Water Res. 38 (19): 4222–4246. https://doi.org/10.1016/j.watres.2004.07.014.
Dubois, M., K. A. Gilles, J. K. Hamilton, P. A. Rebers, and F. Smith. 1956. “Colorimetric method for determination of sugars and related substances.” Anal. Chem. 28 (3): 350–356. https://doi.org/10.1021/ac60111a017.
Filipe, C. D. M., G. T. Daigger, and C. P. L. Grady. 2001. “A metabolic model for acetate uptake under anaerobic conditions by glycogen accumulating organisms: Stoichiometry, kinetics, and the effect of pH.” Biotechnol. Bioeng. 76 (1): 17–31. https://doi.org/10.1002/bit.1022.
Gavala, H. N., I. Angelidaki, and B. K. Ahring. 2003. “Kinetics and modeling of anaerobic digestion process.” In Biomethanation I, 57–93. Berlin: Springer.
Henze, M., M. C. M. Van Loosdrecht, G. A. Ekama, and D. Brdjanovic. 2008. “Biological wastewater treatment: Principles, modelling and design.” In Proc., National Academy of Sciences of the United States of America. London: IWA.
Herbert, D., P. J. Phipps, and R. E. Strange. 1971. “Chemical analysis of microbial cells.” In Methods microbiology, 209–344. New York: Academic Press.
Horan, N. J., and C. R. Eccles. 1986. “Purification and characterization of extracellular polysaccharide from activated sludges.” Water Res. 20 (11): 1427–1432. https://doi.org/10.1016/0043-1354(86)90142-9.
Kulaev, I. S., V. M. Vagabov, and T. V. Kulakovskaya. 2004. The biochemistry of inorganic polyphosphates. Chichester, UK: Wiley.
Kuster, B. F. M. 1990. “5-Hydroxymethylfurfural (HMF). A review focussing on its manufacture.” Starch-Stärke 42 (8): 314–321. https://doi.org/10.1002/star.19900420808.
Lanham, A. B., A. Oehmen, A. M. Saunders, G. Carvalho, and M. A. M. Reis. 2013. “Metabolic versatility in full-scale wastewater treatment plants performing enhanced biological phosphorus removal.” Water Res. 47 (19): 7032–7041. https://doi.org/10.1016/j.watres.2013.08.042.
Lanham, A. B., A. R. Ricardo, M. Coma, J. Fradinho, M. Carvalheira, A. Oehmen, G. Carvalho, and M. A. M. Reis. 2012. “Optimisation of glycogen quantification in mixed microbial cultures.” Bioresour. Technol. 118: 518–525. https://doi.org/10.1016/j.biortech.2012.05.087.
Liu, W. T., K. Nakamura, T. Matsuo, and T. Mino. 1997. “Internal energy-based competition between polyphosphate- and glycogen-accumulating bacteria in biological phosphorus removal reactors—Effect of P/C feeding ratio.” Water Res. 31 (6): 1430–1438. https://doi.org/10.1016/S0043-1354(96)00352-1.
Liu, W.-T., T. Mino, K. Nakamura, and T. Matsuo. 1994. “Role of glycogen in acetate uptake and polyhydroxyalkanoate synthesis in anaerobic-aerobic activated sludge with a minimized polyphosphate content.” J. Ferment. Bioeng. 77 (5): 535–540. https://doi.org/10.1016/0922-338X(94)90124-4.
Liu, W.-T., T. Mino, K. Nakamura, and T. Matsuo. 1996. “Glycogen accumulating population and its anaerobic substrate uptake in anaerobic-aerobic activated sludge without biological phosphorus removal.” Water Res. 30 (1): 75–82. https://doi.org/10.1016/0043-1354(95)00121-Z.
Lopez-Vazquez, C. M., Y.-I. Song, C. M. Hooijmans, D. Brdjanovic, M. S. Moussa, H. J. Gijzen, and M. M. C. van Loosdrecht. 2007. “Short-term temperature effects on the anaerobic metabolism of glycogen accumulating organisms.” Biotechnol. Bioeng. 97 (3): 483–495. https://doi.org/10.1002/bit.21302.
López-Vázquez, C. M., C. M. Hooijmans, D. Brdjanovic, H. J. Gijzen, and M. C. M. van Loosdrecht. 2008. “Factors affecting the microbial populations at full-scale enhanced biological phosphorus removal (EBPR) wastewater treatment plants in the Netherlands.” Water Res. 42 (10–11): 2349–2360. https://doi.org/10.1016/j.watres.2008.01.001.
Maurer, M., W. Gujer, R. Hany, and S. Bachmann. 1997. “Intracellular carbon flow in phosphorus accumulating organisms from activated sludge systems.” Water Res. 31 (4): 907–917. https://doi.org/10.1016/S0043-1354(96)00369-7.
Mino, T., W. T. Liu, F. Kurisu, and T. Matsuo. 1995. “Modelling glycogen storage and denitrification capability of microorganisms in enhanced biological phosphate removal processes.” Water Sci. Technol. 31 (2): 25–34. https://doi.org/10.2166/wst.1995.0066.
Murat, J. C., and A. Serfaty. 1974. “Simple enzymatic determination of polysaccharide (glycogen) content of animal tissues.” Clin. Chem. 20 (12): 1576–1577.
Oehmen, A., M. Teresa Vives, H. Lu, Z. Yuan, and J. Keller. 2005a. “The effect of pH on the competition between polyphosphate-accumulating organisms and glycogen-accumulating organisms.” Water Res. 39 (15): 3727–3737. https://doi.org/10.1016/j.watres.2005.06.031.
Oehmen, A., Z. Yuan, L. L. Blackall, and J. Keller. 2005b. “Comparison of acetate and propionate uptake by polyphosphate accumulating organisms and glycogen accumulating organisms.” Biotechnol. Bioeng. 91 (2): 162–168. https://doi.org/10.1002/bit.20500.
Pijuan, M., A. Guisasola, J. A. Baeza, J. Carrera, C. Casas, and J. Lafuente. 2005. “Aerobic phosphorus release linked to acetate uptake: Influence of PAO intracellular storage compounds.” Biochem. Eng. J. 26 (2–3): 184–190. https://doi.org/10.1016/j.bej.2005.04.014.
Pilli, S., P. Bhunia, S. Yan, R. J. LeBlanc, R. D. Tyagi, and R. Y. Surampalli. 2011. “Ultrasonic pretreatment of sludge: A review.” Ultrason. Sonochem. 18 (1): 1–18. https://doi.org/10.1016/j.ultsonch.2010.02.014.
Ruiken, C. J., G. Breuer, E. Klaversma, T. SantiagoV, and M. C. M. van Loosdrecht. 2013. “Sieving wastewater—Cellulose recovery, economic and energy evaluation.” Water Res. 47 (1): 43–48. https://doi.org/10.1016/j.watres.2012.08.023.
SAS Institute. 2009. JMP 8 statistics and graphics guide. Cary, NC: SAS Institute.
Schuler, A. J., D. Jenkins, and P. Ronen. 2001. “Microbial storage products, biomass density, and settling properties of enhanced biological phosphorus removal activated sludge.” Water Sci. Technol. J. Int. Assoc. Water Pollut. Res. 43 (1): 173–180. https://doi.org/10.2166/wst.2001.0042.
Smolders, G. J. F., J. van der Meij, M. C. M. van Loosdrecht, and J. J. Heijnen. 1994. “Stoichiometric model of the aerobic metabolism of the biological phosphorus removal process.” Biotechnol. Bioeng. 44 (7): 837–848. https://doi.org/10.1002/bit.260440709.
Somogyi, M. 1934. “The solubility and preparation of phosphorus-and nitrogen-free glycogen.” J. Bio. Chem. 104 (2): 245–253.
Song, H., Y. S. Huh, S. Y. Lee, W. H. Hong, and Y. K. Hong. 2007. “Recovery of succinic acid produced by fermentation of a metabolically engineered Mannheimia succiniciproducens strain.” J. Biotechnol. 132 (4): 445–452. https://doi.org/10.1016/j.jbiotec.2007.07.496.
Verachtert, H., K. Ramasamy, M. Meyers, and J. Bevers. 1982. “Investigations on cellulose biodegradation in activated-sludge plants.” J. Appl. Bacteriol. 52 (2): 185–190. https://doi.org/10.1111/j.1365-2672.1982.tb04839.
Wang, D., Q. Xu, W. Yang, H. Chen, X. Li, D. Liao, G. Yang, Q. Yang, and G. Zeng. 2014. “A new configuration of sequencing batch reactor operated as a modified aerobic/extended-idle regime for simultaneously saving reactor volume and enhancing biological phosphorus removal.” Biochem. Eng. J. 87: 15–24. https://doi.org/10.1016/j.bej.2014.03.009.
Whang, L.-M. M., and J. K. Park. 2006. “Competition between polyphosphate- and glycogen-accumulating organisms in enhanced-biological-phosphorus-removal systems: Effect of temperature and sludge age.” Water Environ. Res. 78 (1): 4–11. https://doi.org/10.2175/106143005X84459.
Winkler, M.-K. H., J. P. Bassin, R. Kleerebezem, L. M. M. de Bruin, T. P. H. van den Brand, and M. C. M. van Loosdrecht. 2011. “Selective sludge removal in a segregated aerobic granular biomass system as a strategy to control PAO-GAO competition at high temperatures.” Water Res. 45 (11): 3291–3299. https://doi.org/10.1016/j.watres.2011.03.024.
Wu, G., and M. Rodgers. 2010. “Dynamics and function of intracellular carbohydrate in activated sludge performing enhanced biological phosphorus removal.” Biochem. Eng. J. 49 (2): 271–276. https://doi.org/10.1016/j.bej.2010.01.005.
Young, F. G. 1957. “Claude Bernard and the discovery of glycogen.” Br. Med. J. 1 (5033): 1431–1437. https://doi.org/10.1136/bmj.1.5033.1431.
Zeng, R. J., M. C. M. Van Loosdrecht, Z. Yuan, and J. Keller. 2003. “Metabolic model for glycogen-accumulating organisms in anaerobic/aerobic activated sludge systems.” Biotechnol. Bioeng. 81 (1): 92–105. https://doi.org/10.1002/bit.10455.
Zhang, P., G. Zhang, and W. Wang. 2007. “Ultrasonic treatment of biological sludge: Floc disintegration, cell lysis and inactivation.” Bioresour. Technol. 98 (1): 207–210. https://doi.org/10.1016/j.biortech.2005.12.002.
Information & Authors
Information
Published In
Copyright
©2018 American Society of Civil Engineers.
History
Received: Aug 30, 2017
Accepted: Apr 3, 2018
Published online: Jul 9, 2018
Published in print: Sep 1, 2018
Discussion open until: Dec 9, 2018
Authors
Metrics & Citations
Metrics
Citations
Download citation
If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.