IJESD 2025 Vol.16(4): 243-252
doi: 10.18178/ijesd.2025.16.4.1531

Correlation Analysis of COMAMMOX Nitrospira Relative to AOB Activity in Biological Nitrogen Removal from Synthetic Municipal Wastewater Using Full Factorial Design

Tristan Roy L. Panaligan1,2,3,*, Yi-Ju Wu4, Bonifacio T. Doma, Jr.1,2, and Liang-Ming Whang5,6
1School of Chemical, Biological, Materials Engineering and Sciences, Mapúa University, Manila, 1002, Philippines
2School of Graduate Studies, Mapúa University, Manila, 1002, Philippines
3Mapúa Institute of Technology at Laguna, Mapúa Malayan Colleges Laguna, Laguna, 4025, Philippines
4Department of Safety, Health and Environmental Engineering, National United University, 2, Lienda, Miaoli 36063, Taiwan, China
5Department of Environmental Engineering, National Cheng Kung University, Tainan City, 70101, Taiwan, China
6Sustainable Environment Research Laboratory, National Cheng Kung University, Tainan 70101, Taiwan, China
Email: trlpanaligan@mymail.mapua.edu.ph (T.R.L.P.); ccdjessica@nuu.edu.tw (Y.-J.W.); btdoma@mapua.edu.ph (B.T.D.); whang@mail.ncku.edu.tw (L.M.W.)
*Corresponding author
Manuscript received February 26, 2025; revised March 13, 2025; accepted April 19, 2025; published July 7, 2025

Abstract—This study explores the role of Comammox Nitrospira (CMX) in ammonia-nitrogen removal from synthetic municipal wastewater, with a focus on key operational parameters: initial ammonia concentration (N₀), COD/N ratio, and pH. A Full Factorial Design (FFD) of Experiments was implemented to systematically evaluate the effects of these factors on nitrification efficiency. Microbial population dynamics were assessed using DNA and rRNA qPCR analyses, providing insights into the relative abundance and activity of CMX in comparison to Ammonia Oxidizing Bacteria (AOB). The experimental results suggest that CMX plays a dominant role in ammonia oxidation, as indicated by minimal nitrite accumulation across all conditions. The optimal experimental condition (N₀ = 60 mg/L, COD/N = 0.5, pH = 8.6) was identified through a prediction profiler function. Statistical modeling confirmed that ammonia removal was significantly influenced by the tested parameters (p = 0.0124, F-ratio = 3797.377), whereas nitrate formation exhibited less variation and was not statistically significant (p = 0.4121, F-ratio = 3.0531). These findings contribute to a deeper understanding of complete ammonia oxidation and its implications for optimizing biological nitrogen removal in wastewater treatment systems.

Keywords—Comammox Nitrospira, nitrification, biological nitrogen removal, ammonia oxidation, Full Factorial Design, microbial population dynamics, qPCR analysis

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Cite: Tristan Roy L. Panaligan, Yi-Ju Wu, Bonifacio T. Doma, Jr., and Liang-Ming Whang, "Correlation Analysis of COMAMMOX Nitrospira Relative to AOB Activity in Biological Nitrogen Removal from Synthetic Municipal Wastewater Using Full Factorial Design," International Journal of Environmental Science and Development vol. 16, no. 4, pp. 243-252, 2025.

Copyright © 2025 by the authors. This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited (CC BY 4.0).

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