Comammox Nitrospira act as key bacteria in weakly acidic soil via potential cobalamin sharing

Yuxiang Zhao , Jiajie Hu , Jiaqi Wang , Xiangwu Yao , Tong Zhang , Baolan Hu

iMeta ›› 2025, Vol. 4 ›› Issue (1) : e271

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iMeta ›› 2025, Vol. 4 ›› Issue (1) :e271 DOI: 10.1002/imt2.271
RESEARCH ARTICLE
Comammox Nitrospira act as key bacteria in weakly acidic soil via potential cobalamin sharing
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Abstract

The discovery of comammox Nitrospira in low pH environments has reshaped the ammonia oxidation process in acidic settings, providing a plausible explanation for the higher nitrification rates observed in weakly acidic soils. However, the response of comammox Nitrospira to varying pH levels and its ecological role in these environments remains unclear. Here, a survey across soils with varying pH values (ranging from 4.4 to 9.7) was conducted to assess how comammox Nitrospira perform under different pH conditions. Results showed that comammox Nitrospira dominate ammonia oxidation in weakly acidic soils, functioning as a K-strategy species characterized by slow growth and stress tolerance. As a key species in this environment, comammox Nitrospira may promote bacterial cooperation under low pH conditions. Genomic evidence suggested that cobalamin sharing is a potential mechanism, as comammox Nitrospira uniquely encode a metabolic pathway that compensates for cobalamin imbalance in weakly acidic soils, where 86.8% of metagenome-assembled genomes (MAGs) encode cobalamin-dependent genes. Additionally, we used DNA stable-isotope probing (DNA-SIP) to demonstrate its response to pH fluctuations to reflect how it responds to the decrease in pH. Results confirmed that comammox Nitrospira became dominant ammonia oxidizers in the soil after the decrease in pH. We suggested that comammox Nitrospira will become increasingly important in global soils, under the trend of soil acidification. Overall, our work provides insights that how comammox Nitrospira perform in weakly acidic soil and its response to pH changes.

Keywords

acidic soils / bacterial interaction / cobalamin / comammox Nitrospira

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Yuxiang Zhao, Jiajie Hu, Jiaqi Wang, Xiangwu Yao, Tong Zhang, Baolan Hu. Comammox Nitrospira act as key bacteria in weakly acidic soil via potential cobalamin sharing. iMeta, 2025, 4(1): e271 DOI:10.1002/imt2.271

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References

[1]

Stein, Lisa Y., and Martin G. Klotz. 2016. “The Nitrogen Cycle.” Current Biology 26: R94-R98. https://doi.org/10.1016/j.cub.2015.12.021

[2]

Kuypers, Marcel M. M., Hannah K. Marchant, and Boran Kartal. 2018. “The Microbial Nitrogen-Cycling Network.” Nature Reviews Microbiology 16: 263-276. https://doi.org/10.1038/nrmicro.2018.9

[3]

Könneke, Martin, Anne E. Bernhard, José R. de la Torre, Christopher B. Walker, John B. Waterbury, and David A. Stahl. 2005. “Isolation of an Autotrophic Ammonia-Oxidizing Marine Archaeon.” Nature 437: 543-546. https://doi.org/10.1038/nature03911

[4]

Erguder, Tuba H., Nico Boon, Lieven Wittebolle, Massimo Marzorati, and Willy Verstraete. 2009. “Environmental Factors Shaping the Ecological Niches of Ammonia-Oxidizing Archaea.” FEMS Microbiology Reviews 33: 855-869. https://doi.org/10.1111/j.1574-6976.2009.00179.x

[5]

Nicol, Graeme W., Sven Leininger, Christa Schleper, and James I. Prosser. 2008. “The Influence of Soil pH on the Diversity, Abundance and Transcriptional Activity of Ammonia Oxidizing Archaea and Bacteria.” Environmental Microbiology 10: 2966-2978. https://doi.org/10.1111/j.1462-2920.2008.01701.x

[6]

Gieseke, Armin, Sheldon Tarre, Michal Green, and Dirk de Beer. 2006. “Nitrification in a Biofilm at Low pH Values: Role of In Situ Microenvironments and Acid Tolerance.” Applied and Environmental Microbiology 72: 4283-4292. https://doi.org/10.1128/AEM.00241-06

[7]

Booth, Mary. S., John M. Stark, and Edward Rastetter. 2005. “Controls on Nitrogen Cycling in Terrestrial Ecosystems: A Synthetic Analysis of Literature Data.” Ecological Monographs 75: 139-157. https://doi.org/10.1890/04-0988

[8]

Lehtovirta-Morley, Laura E., Kilian Stoecker, Andreas Vilcinskas, James I. Prosser, and Graeme W. Nicol. 2011. “Cultivation of an Obligate Acidophilic Ammonia Oxidizer From a Nitrifying Acid Soil.” Proceedings of the National Academy of Sciences 108: 15892-15897. https://doi.org/10.1073/pnas.1107196108

[9]

Picone, Nunzia, Arjan Pol, Rob Mesman, Maartje A. H. J. van Kessel, Geert Cremers, Antonie H. van Gelder, Theo A. van Alen, et al. 2021. “Ammonia Oxidation at pH 2.5 by a New Gammaproteobacterial Ammonia-Oxidizing Bacterium.” ISME Journal 15: 1150-1164. https://doi.org/10.1038/s41396-020-00840-7

[10]

Hayatsu, Masahito, Kanako Tago, Ikuo Uchiyama, Atsushi Toyoda, Yong Wang, Yumi Shimomura, Takashi Okubo, et al. 2017. “An Acid-Tolerant Ammonia-Oxidizing γ-Proteobacterium From Soil.” ISME Journal 11: 1130-1141. https://doi.org/10.1038/ismej.2016.191

[11]

Hu, Hang-Wei, and Ji-Zheng He. 2017. “Comammox-A Newly Discovered Nitrification Process in the Terrestrial Nitrogen Cycle.” Journal of Soils and Sediments 17: 2709-2717. https://doi.org/10.1007/s11368-017-1851-9

[12]

Gubry-Rangin, Cécile, Brigitte Hai, Christopher Quince, Marion Engel, Bruce C. Thomson, Phillip James, Michael Schloter, et al. 2011. “Niche Specialization of Terrestrial Archaeal Ammonia Oxidizers.” Proceedings of the National Academy of Sciences 108: 21206-21211. https://doi.org/10.1073/pnas.1109000108

[13]

Daims, Holger, Elena V. Lebedeva, Petra Pjevac, Ping Han, Craig Herbold, Mads Albertsen, Nico Jehmlich, et al. 2015. “Complete Nitrification by Nitrospira Bacteria.” Nature 528: 504-509. https://doi.org/10.1038/nature16461

[14]

van Kessel, Maartje A. H. J., Daan R. Speth, Mads Albertsen, Per H. Nielsen, Huub J. M. Op Den Camp, Boran Kartal, Mike S. M. Jetten, and Sebastian Lücker. 2015. “Complete Nitrification by a Single Microorganism.” Nature 528: 555-559. https://doi.org/10.1038/nature16459

[15]

Zhang, Yan, Tao Liu, Meng-Meng Li, Zheng-Shuang Hua, Paul Evans, Yanni Qu, Sha Tan, et al. 2023. “Hot Spring Distribution and Survival Mechanisms of Thermophilic Comammox Nitrospira.” ISME Journal 17: 993-1003. https://doi.org/10.1038/s41396-023-01409-w

[16]

Prosser, James I., and Graeme W. Nicol. 2012. “Archaeal and Bacterial Ammonia-Oxidisers in Soil: The Quest for Niche Specialisation and Differentiation.” Trends in Microbiology 20: 523-531. https://doi.org/10.1016/j.tim.2012.08.001

[17]

Kits, K. Dimitri, Christopher J. Sedlacek, Elena V. Lebedeva, Ping Han, Alexandr Bulaev, Petra Pjevac, Anne Daebeler, et al. 2017. “Kinetic Analysis of a Complete Nitrifier Reveals an Oligotrophic Lifestyle.” Nature 549: 269-272. https://doi.org/10.1038/nature23679

[18]

Zhu, Guibing, Xiaomin Wang, Shanyun Wang, Longbin Yu, Gawhar Armanbek, Jie Yu, Liping Jiang, et al. 2022. “Towards a More Labor-Saving Way in Microbial Ammonium Oxidation: A Review on Complete Ammonia Oxidization (Comammox).” Science of the Total Environment 829: 154590. https://doi.org/10.1016/j.scitotenv.2022.154590

[19]

Li, Deyong, Fang Fang, and Guoqiang Liu. 2021. “Efficient Nitrification and Low-Level N2O Emission in a Weakly Acidic Bioreactor at Low Dissolved-Oxygen Levels Are Due to Comammox.” Applied and Environmental Microbiology 87: e00154-21. https://doi.org/10.1128/AEM.00154-21

[20]

Li, Deyong, Zhichang Ren, Yangqi Zhou, Lugao Jiang, Min Zheng, and Guoqiang Liu. 2023. “Comammox Nitrospira and Ammonia-Oxidizing Archaea Are Dominant Ammonia Oxidizers in Sediments of an Acid Mine Lake Containing High Ammonium Concentrations.” Applied and Environmental Microbiology 89: e00047-23. https://doi.org/10.1128/aem.00047-23

[21]

Liu, Haiyang, Shengnan Zhang, Wei Xu, Hongen Liu, Jiangye Li, Jizheng He, and Wenfeng Tan. 2023. “The Active Role of Comammox Nitrospira in Nitrification in Acidic Orchard Soils Revealed by DNA-SIP.” Biology and Fertility of Soils 59: 819-832. https://doi.org/10.1007/s00374-023-01749-x

[22]

Xu, Shaoyi, Baozhan Wang, Yong Li, Daqian Jiang, Yuting Zhou, Aqiang Ding, Yuxiao Zong, et al. 2020. “Ubiquity, Diversity, and Activity of Comammox Nitrospira in Agricultural Soils.” Science of the Total Environment 706: 135684. https://doi.org/10.1016/j.scitotenv.2019.135684

[23]

Philippot, Laurent, Claire Chenu, Andreas Kappler, Matthias C. Rillig, and Noah Fierer. 2024. “The Interplay Between Microbial Communities and Soil Properties.” Nature Reviews Microbiology 22: 226-239. https://doi.org/10.1038/s41579-023-00980-5

[24]

Piccardi, Philippe, Björn Vessman, and Sara Mitri. 2019. “Toxicity Drives Facilitation Between 4 Bacterial Species.” Proceedings of the National Academy of Sciences 116: 15979-15984. https://doi.org/10.1073/pnas.1906172116

[25]

Zhao, Yuxiang, Zishu Liu, Baofeng Zhang, Jingjie Cai, Xiangwu Yao, Meng Zhang, Ye Deng, and Baolan Hu. 2023. “Inter-Bacterial Mutualism Promoted by Public Goods in a System Characterized by Deterministic Temperature Variation.” Nature Communications 14: 5394. https://doi.org/10.1038/s41467-023-41224-7

[26]

Hernandez, Damian J., Aaron S. David, Eric S. Menges, Christopher A. Searcy, and Michelle E. Afkhami. 2021. “Environmental Stress Destabilizes Microbial Networks.” ISME Journal 15: 1722-1734. https://doi.org/10.1038/s41396-020-00882-x

[27]

Zhao, Yuxiang, Jiaqi Wang, Zishu Liu, Weiling Yang, Jiajie Hu, Zhongjun Jia, and Baolan Hu. 2022. “Biofilm: A Strategy for the Dominance of Comammox Nitrospira.” Journal of Cleaner Production 363: 132361. https://doi.org/10.1016/j.jclepro.2022.132361

[28]

Gottshall, Ekaterina Y., Sam J. Bryson, Kathryn I. Cogert, Matthieu Landreau, Christopher J. Sedlacek, David A. Stahl, Holger Daims, and Mari Winkler. 2021. “Sustained Nitrogen Loss in a Symbiotic Association of Comammox Nitrospira and Anammox Bacteria.” Water Research 202: 117426. https://doi.org/10.1016/j.watres.2021.117426

[29]

Roller, Benjamin R. K., Steven F. Stoddard, and Thomas M. Schmidt. 2016. “Exploiting rRNA Operon Copy Number to Investigate Bacterial Reproductive Strategies.” Nature Microbiology 1: 16160. https://doi.org/10.1038/nmicrobiol.2016.160

[30]

Martiny, Jennifer B. H., Stuart E. Jones, Jay T. Lennon, and Adam C. Martiny. 2015. “Microbiomes in Light of Traits: A Phylogenetic Perspective.” Science 350: aac9323. https://doi.org/10.1126/science.aac9323

[31]

Abreu, Clare I., Martina Dal Bello, Carina Bunse, Jarone Pinhassi, and Jeff Gore. 2023. “Warmer Temperatures Favor Slower-Growing Bacteria in Natural Marine Communities.” Science Advances 9: ade8352. https://doi.org/10.1126/sciadv.ade8352

[32]

Xiao, Naijia, Aifen Zhou, Megan L. Kempher, Benjamin Y. Zhou, Jason Shi Zhou, Mengting Yuan, and Xue Guo, et al. 2022. “Disentangling Direct From Indirect Relationships in Association Networks.” Proceedings of the National Academy of Sciences of the United States of America 119: e2109995119. https://doi.org/10.1073/pnas.2109995119

[33]

Yuan, Mengting Maggie, Xue Guo, Linwei Wu, Ya Zhang, Naijia Xiao, Daliang Ning, Zhou Shi, et al. 2021. “Climate Warming Enhances Microbial Network Complexity and Stability.” Nature Climate Change 11: 343-348. https://doi.org/10.1038/s41558-021-00989-9

[34]

Bowers, Robert M., Nikos C. Kyrpides, Ramunas Stepanauskas, Miranda Harmon-Smith, Devin Doud, T. B. K. Reddy, Frederik Schulz, et al. 2017. “Minimum Information About a Single Amplified Genome (MISAG) and a Metagenome-Assembled Genome (MIMAG) of Bacteria and Archaea.” Nature Biotechnology 35: 725-731. https://doi.org/10.1038/nbt.3893

[35]

Parks, Donovan H., Maria Chuvochina, David W. Waite, Christian Rinke, Adam Skarshewski, Pierre-Alain Chaumeil, and Philip Hugenholtz. 2018. “A Standardized Bacterial Taxonomy Based on Genome Phylogeny Substantially Revises the Tree of Life.” Nature Biotechnology 36: 996-1004. https://doi.org/10.1038/nbt.4229

[36]

Guan, Ningzi, and Long Liu. 2020. “Microbial Response to Acid Stress: Mechanisms and Applications.” Applied Microbiology and Biotechnology 104: 51-65. https://doi.org/10.1007/s00253-019-10226-1

[37]

Hua, Zheng-Shuang, Yu-Jiao Han, Lin-Xing Chen, Jun Liu, Min Hu, Sheng-Jin Li, Jia-Liang Kuang, et al. 2015. “Ecological Roles of Dominant and Rare Prokaryotes in Acid Mine Drainage Revealed by Metagenomics and Metatranscriptomics.” ISME Journal 9: 1280-1294. https://doi.org/10.1038/ismej.2014.212

[38]

Henderson, Peter J. F., Claire Maher, Liam D. H. Elbourne, Bart A. Eijkelkamp, Ian T. Paulsen, and Karl A. Hassan. 2021. “Physiological Functions of Bacterial “Multidrug” Efflux Pumps.” Chemical Reviews 121: 5417-5478. https://doi.org/10.1021/acs.chemrev.0c01226

[39]

Park, Seongjun, and Wookeun Bae. 2009. “Modeling Kinetics of Ammonium Oxidation and Nitrite Oxidation Under Simultaneous Inhibition by Free Ammonia and Free Nitrous Acid.” Process Biochemistry 44: 631-640. https://doi.org/10.1016/j.procbio.2009.02.002

[40]

Klenotic, Philip A., Mitchell A. Moseng, Christopher E. Morgan, and Edward W. Yu. 2021. “Structural and Functional Diversity of Resistance-Nodulation-Cell Division Transporters.” Chemical Reviews 121: 5378-5416. https://doi.org/10.1021/acs.chemrev.0c00621

[41]

Flemming, Hans-Curt, and Stefan Wuertz. 2019. “Bacteria and Archaea on Earth and Their Abundance in Biofilms.” Nature Reviews Microbiology 17: 247-260. https://doi.org/10.1038/s41579-019-0158-9

[42]

Takahashi, Yu, Hirotsugu Fujitani, Yuhei Hirono, Kanako Tago, Yong Wang, Masahito Hayatsu, and Satoshi Tsuneda. 2020. “Enrichment of Comammox and Nitrite-Oxidizing Nitrospira From Acidic Soils.” Frontiers in Microbiology 11: 01737. https://doi.org/10.3389/fmicb.2020.01737

[43]

Costa, Engràcia, Julio Pérez, and Jan-Ulrich Kreft. 2006. “Why Is Metabolic Labour Divided in Nitrification?” Trends in Microbiology 14: 213-219. https://doi.org/10.1016/j.tim.2006.03.006

[44]

Croft, Martin. T., Andrew D. Lawrence, Evelyne Raux-Deery, Martin J. Warren, and Alison G. Smith. 2005. “Algae Acquire Vitamin B12 Through a Symbiotic Relationship With Bacteria.” Nature 438: 90-93. https://doi.org/10.1038/nature04056

[45]

Lu, Xinda, Katherine R. Heal, Anitra E. Ingalls, Andrew C. Doxey, and Josh D. Neufeld. 2020. “Metagenomic and Chemical Characterization of Soil Cobalamin Production.” ISME Journal 14: 53-66. https://doi.org/10.1038/s41396-019-0502-0

[46]

Wienhausen, Gerrit, Leon Dlugosch, René Jarling, Heinz Wilkes, Helge-A. Giebel, and Meinhard Simon. 2022. “Availability of Vitamin B12 and Its Lower Ligand Intermediate α-Ribazole Impact Prokaryotic and Protist Communities in Oceanic Systems.” ISME Journal 16: 2002-2014. https://doi.org/10.1038/s41396-022-01250-7

[47]

Heal, Katherine R., Wei Qin, Francois Ribalet, Anthony D. Bertagnolli, Willow Coyote-Maestas, Laura R. Hmelo, James W. Moffett, et al. 2017. “Two Distinct Pools of B12 Analogs Reveal Community Interdependencies in the Ocean.” Proceedings of the National Academy of Sciences 114: 364-369. https://doi.org/10.1073/pnas.1608462114

[48]

Wang, Jichen, Kaili Shi, Zhongwang Jing, and Yuan Ge. 2023. “Metagenomic Evidence for Cobamide Producers Driving Prokaryotic Co-Occurrence Associations and Potential Function in Wastewater Treatment Plants.” Environmental Science & Technology 57: 10640-10651. https://doi.org/10.1021/acs.est.3c02181

[49]

Ryback, Birgitta, Miriam Bortfeld-Miller, and Julia A. Vorholt. 2022. “Metabolic Adaptation to Vitamin Auxotrophy by Leaf-Associated Bacteria.” ISME Journal 16: 2712-2724. https://doi.org/10.1038/s41396-022-01303-x

[50]

Sokolovskaya, Olga M., Amanda N. Shelton, and Michiko E. Taga. 2020. “Sharing Vitamins: Cobamides Unveil Microbial Interactions.” Science 369: eaba0165. https://doi.org/10.1126/science.aba0165

[51]

D'Souza, Glen, Shraddha Shitut, Daniel Preussger, Ghada Yousif, Silvio Waschina, and Christian Kost. 2018. “Ecology and Evolution of Metabolic Cross-Feeding Interactions in Bacteria.” Natural Product Reports 35: 455-488. https://doi.org/10.1039/C8NP00009C

[52]

Morris, J. Jeffrey, Richard E. Lenski, and Erik R. Zinser. 2012. “The Black Queen Hypothesis: Evolution of Dependencies through Adaptive Gene Loss.” mBio 3: 00036-12. https://doi.org/10.1128/mBio.00036-12

[53]

Bertness, Mark. D., and Ragan Callaway. 1994. “Positive Interactions in Communities.” Trends in Ecology & Evolution 9: 191-193. https://doi.org/10.1016/0169-5347(94)90088-4

[54]

Heal, Katherine R., Wei Qin, Shady A. Amin, Allan H. Devol, James W. Moffett, E. Virginia Armbrust, David A. Stahl, and Anitra E. Ingalls. 2018. “Accumulation of NO2-Cobalamin in Nutrient-Stressed Ammonia-Oxidizing Archaea and in the Oxygen Deficient Zone of the Eastern Tropical North Pacific.” Environmental Microbiology Reports 10: 453-457. https://doi.org/10.1111/1758-2229.12664

[55]

Su, Zicheng, Tao Liu, Jianhua Guo, and Min Zheng. 2023. “Nitrite Oxidation in Wastewater Treatment: Microbial Adaptation and Suppression Challenges.” Environmental Science & Technology 57: 12557-12570. https://doi.org/10.1021/acs.est.3c00636

[56]

Zhao, Zhirong, Guohe Huang, Shishi He, Nan Zhou, Mingyuan Wang, Chenyuan Dang, Jiawen Wang, and Maosheng Zheng. 2019. “Abundance and Community Composition of Comammox Bacteria in Different Ecosystems by a Universal Primer Set.” Science of the Total Environment 691: 146-155. https://doi.org/10.1016/j.scitotenv.2019.07.131

[57]

Plaza, César, Elaine Pegoraro, Rosvel Bracho, Gerardo Celis, Kathryn G. Crummer, Jack A. Hutchings, Caitlin E. Hicks Pries, et al. 2019. “Direct Observation of Permafrost Degradation and Rapid Soil Carbon Loss in Tundra.” Nature Geoscience 12: 627-631. https://doi.org/10.1038/s41561-019-0387-6

[58]

Han, Ping, Dianming Wu, Dongyao Sun, Mengyue Zhao, Mengdi Wang, Teng Wen, Jinbo Zhang, et al. 2021. “N2O and NOy Production by the Comammox Bacterium Nitrospira inopinata in Comparison With Canonical Ammonia Oxidizers.” Water Research 190: 116728. https://doi.org/10.1016/j.watres.2020.116728

[59]

Hu, Jiajie, Shuai Liu, Weiling Yang, Zhanfei He, Jiaqi Wang, Huan Liu, Ping Zheng, et al. 2019. “Ecological Success of the Nitrosopumilus and Nitrosospira Clusters in the Intertidal Zone.” Microbial Ecology 78: 555-564. https://doi.org/10.1007/s00248-019-01359-x

[60]

Hu, Jiajie, Yuxiang Zhao, Xiangwu Yao, Jiaqi Wang, Ping Zheng, Chuanwu Xi, and Baolan Hu. 2021. “Dominance of Comammox Nitrospira in Soil Nitrification.” Science of the Total Environment 780: 146558. https://doi.org/10.1016/j.scitotenv.2021.146558

[61]

Bahram, Mohammad, Falk Hildebrand, Sofia K. Forslund, Jennifer L. Anderson, Nadejda A. Soudzilovskaia, Peter M. Bodegom, Johan Bengtsson-Palme, et al. 2018. “Structure and Function of the Global Topsoil Microbiome.” Nature 560: 233-237. https://doi.org/10.1038/s41586-018-0386-6

[62]

Callahan, Benjamin J., Paul J. Mcmurdie, Michael J. Rosen, Andrew W. Han, Amy Jo A. Johnson, and Susan P. Holmes. 2016. “DADA2: High-Resolution Sample Inference From Illumina Amplicon Data.” Nature Methods 13: 581-583. https://doi.org/10.1038/nmeth.3869

[63]

Wu, Linwei, Daliang Ning, Bing Zhang, Yong Li, Ping Zhang, Xiaoyu Shan, Qiuting Zhang, et al. 2019. “Global Diversity and Biogeography of Bacterial Communities in Wastewater Treatment Plants.” Nature Microbiology 4: 1183-1195. https://doi.org/10.1038/s41564-019-0426-5

[64]

Bolger, Anthony M., Marc Lohse, and Bjoern Usadel. 2014. “Trimmomatic: a Flexible Trimmer for Illumina Sequence Data.” Bioinformatics 30: 2114-2120. https://doi.org/10.1093/bioinformatics/btu170

[65]

Li, Dinghua, Chi-Man Liu, Ruibang Luo, Kunihiko Sadakane, and Tak-Wah Lam. 2015. “MEGAHIT: An Ultra-Fast Single-Node Solution for Large and Complex Metagenomics Assembly via Succinct de bruijn Graph.” Bioinformatics 31: 1674-1676. https://doi.org/10.1093/bioinformatics/btv033

[66]

Kang, Dongwan D., Feng Li, Edward Kirton, Ashleigh Thomas, Rob Egan, Hong An, and Zhong Wang. 2019. “Metabat 2: An Adaptive Binning Algorithm for Robust and Efficient Genome Reconstruction From Metagenome Assemblies.” PeerJ 7: e7359. https://doi.org/10.7717/peerj.7359

[67]

Weiss, Sophie, Will Van Treuren, Catherine Lozupone, Karoline Faust, Jonathan Friedman, Ye Deng, Li Charlie Xia, et al. 2016. “Correlation Detection Strategies in Microbial Data Sets Vary Widely in Sensitivity and Precision.” ISME Journal 10: 1669-1681. https://doi.org/10.1038/ismej.2015.235

[68]

Xia, Weiwei, Caixia Zhang, Xiaowei Zeng, Youzhi Feng, Jiahua Weng, Xiangui Lin, Jianguo Zhu, et al. 2011. “Autotrophic Growth of Nitrifying Community in an Agricultural Soil.” ISME Journal 5: 1226-1236. https://doi.org/10.1038/ismej.2011.5

[69]

Neufeld, Josh D., Jyotsna Vohra, Marc G. Dumont, Tillmann Lueders, Mike Manefield, Michael W. Friedrich, and J. Colin Murrell. 2007. “DNA Stable-Isotope Probing.” Nature Protocols 2: 860-866. https://doi.org/10.1038/nprot.2007.109

[70]

Lu, Jennifer, Natalia Rincon, Derrick E. Wood, Florian P. Breitwieser, Christopher Pockrandt, Ben Langmead, Steven L. Salzberg, and Martin Steinegger. 2022. “Metagenome Analysis Using the Kraken Software Suite.” Nature Protocols 17: 2815-2839. https://doi.org/10.1038/s41596-022-00738-y

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