Rui Zhao’s research while affiliated with Massachusetts Institute of Technology and other places

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Publications (39)


Age, metabolisms, and potential origin of dominant anammox bacteria in the global oxygen-deficient zones
  • Article

April 2024

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59 Reads

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2 Citations

ISME Communications

Rui Zhao

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Amal Jayakumar

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Anammox bacteria inhabiting oxygen-deficient zones (ODZs) are a major functional group mediating fixed nitrogen loss in the global ocean. However, many basic questions regarding the diversity, broad metabolisms, origin, and adaptive mechanisms of ODZ anammox bacteria remain unaddressed. Here we report two novel metagenome-assembled genomes of anammox bacteria affiliated with the Scalindua genus, which represent most, if not all, of the anammox bacteria in the global ODZs. Metagenomic read-recruiting and comparison with historical data show that they are ubiquitously present in all three major ODZs. Beyond the core anammox metabolism, both organisms contain cyanase, and the more dominant one encodes a urease, indicating most ODZ anammox bacteria can utilize cyanate and urea in addition to ammonium. Molecular clock analysis suggests that the evolutionary radiation of these bacteria into ODZs occurred no earlier than 310 million years ago, ~1 billion years after the emergence of the earliest modern-type ODZs. Different strains of the ODZ Scalindua species are also found in benthic sediments, and the first ODZ Scalindua is likely derived from the benthos. Compared to benthic strains of the same clade, ODZ Scalindua uniquely encodes genes for urea utilization but has lost genes related to growth arrest, flagellum synthesis, and chemotaxis, presumably for adaptation to thrive in the global ODZ waters. Our findings expand the known metabolisms and evolutionary history of the bacteria controlling the global nitrogen budget.


Comparison of the abundances of ammonia-oxidizing archaea (AOA) and nitrite-oxidizing bacteria (NOB) in oxic marine sediments
A Abundances of AOA and canonical NOB (affiliated with Nitrospiraceae and Nitrospinaceae) in a total of 28 samples of five sediment cores with extensive oxic zones in the Atacama Trench. B Same as (A), but AOA vs NOB including Candidatus Nitrosediminicolota. C Abundances of AOA and canonical NOB (affiliated with Nitrospiraceae and Nitrospinaceae) in a total of 82 samples of 11 sediment cores with extensive oxic zones in the Arctic and Atlantic Oceans. D Same as (C), but AOA vs NOB including Ca. Nitrosediminicolota. The best fit linear regressions (on raw, not log-transformed data) are included as solid purple lines with noted statistics. To facilitate the comparison, two dashed lines delineating the theoretical AOA:NOB abundance ratio range of 2.6–15.8 are included. E Abundance ratios of AOA to NOB with and without Ca. Nitrosediminicolota in the total 82 Arctic and Atlantic sediment samples. The median is noted by the black line and the colored boxes show the 99% confidence intervals. The whiskers denote the full range of observations. F Depth-integrated relative abundances of the three NOB lineages in the oxic zones of the 11 Arctic and Atlantic sediment cores. Boxes indicate 95% confidence intervals with the median displayed as a bold line. Outliers are marked with open circles.
Phylogeny and distribution of Candidatus Nitrosediminicolota
A Maximum-likelihood phylogenetic tree of Ca. Nitrosediminicolota and related phyla based on the 16 S rRNA gene. B As (A), but the maximum-likelihood phylogenetic tree of Ca. Nitrosediminicolota and related phyla based on the concatenated 120 single-copy genes of bacteria. Both trees are rooted in five Methylamirales genomes. The three MAGs recovered from AMOR sediments are highlighted in red, the MAGs from the Mariana Trench in dark blue, and the OTUs from Arctic sediments in cyan. The nomenclature of the bacterial phyla follows GTDB, except that Ca. Nitrosediminicolota was proposed in this study. Bootstrap values of > 70 (n = 1000) are shown with symbols listed in the legend. The scale bars show estimated sequence substitutions per residue. C Global distribution of Ca. Nitrosediminicola bacteria. Except for two soil sites and two basaltic rock sites, Ca. Nitrosediminicola bacteria are present in multiple depths of each of the sediment cores represented by individual circles. In each core, the maximum relative abundance is shown using different colors as listed in the legend. The basal global map was created in R using free vector and roster map data from Nature Earth (https://www.naturalearthdata.com/). D Relative abundances of Ca. Nitrosediminicolota bacteria in three major habitats where they were detected at > 0.1% relative abundance.
Metabolic potential of Ca. Nitrosediminicolota bacteria
A Heatmap showing the important metabolic pathways encoded by the six Ca. Nitrosediminicolota genomes. The filled circles indicate the presence of the full pathways, the open ones denote the absence, while the grey ones represent that the pathways are incomplete. B Phylogeny of NxrA/NarG of the novel NOB. The tree is rooted to two NarG sequences of NC10 bacteria. Genomes recovered in this study are shown in red. Bacteria known for having the capacity of nitrite oxidation (i.e., nitrite-oxidizing bacteria of the genera of Nitrospira, Nitrospina, Nitrotoga, Nitrobacter, and Nitrococcus, and anammox bacteria of the Brocadiales order) are highlighted in green. Bacteria with an observed nitrate-reducing phenotype are shown in purple. C Maximum-likelihood phylogenetic tree of heme copper reductase (or cytochrome c oxidase). The sequences of Candidatus Nitrosediminicolota are highlighted in a colored box, and the MAGs recovered from AMOR sediments are shown in red. For both trees, bootstrap values of > 70 (n = 1000) are shown with symbols listed in the legend. The scale bars show estimated sequence substitutions per residue.
Potential key metabolic interactions in Ca. Nitrosediminicolota bacteria
The common metabolic pathways in the Ca. Nitrosediminicolota bacteria include aerobic respiration, nitrite oxidation (NXR), oxygen respiration (Complex IV), urea assimilation and hydrolysis, reductive TCA cycle, nitrite reduction (NirK), glycolysis, superoxide dismutase (SOD), pentose phosphate pathway, and ABC transport for iron, zinc, heme, lipoprotein, and phospholipid.
Geochemical context, relative abundances, and community compositions of NOB lineages in AMOR core GS14-GC08
A Geochemical context delineated by the measured profiles of oxygen, nitrate, nitrite, and ammonium, previously reported in ref. 28. The oxic zone is marked with a grey box. B The relative abundances of Ca. Nitrosediminicolota and the canonical marine NOB families Nitrospiraceae and Nitrospinaceae, as assessed by amplicon sequencing. C The absolute abundances of the three NOB lineages calculated as the product of the relative abundances of the three lineages and the total cell numbers. D The putative NOB community composition in each investigated depth. E, F The relative (E) and absolute (F) abundances of two Ca. Nitrosediminicola species (Ca. N. aerophilus and Ca. N. anaerotolerans) and anammox bacteria throughout the core. The same data for other three AMOR cores are shown in Fig. S7.
An abundant bacterial phylum with nitrite-oxidizing potential in oligotrophic marine sediments
  • Article
  • Full-text available

April 2024

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131 Reads

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2 Citations

Communications Biology

Nitrite-oxidizing bacteria (NOB) are important nitrifiers whose activity regulates the availability of nitrite and dictates the magnitude of nitrogen loss in ecosystems. In oxic marine sediments, ammonia-oxidizing archaea (AOA) and NOB together catalyze the oxidation of ammonium to nitrate, but the abundance ratios of AOA to canonical NOB in some cores are significantly higher than the theoretical ratio range predicted from physiological traits of AOA and NOB characterized under realistic ocean conditions, indicating that some NOBs are yet to be discovered. Here we report a bacterial phylum Candidatus Nitrosediminicolota, members of which are more abundant than canonical NOBs and are widespread across global oligotrophic sediments. Ca. Nitrosediminicolota members have the functional potential to oxidize nitrite, in addition to other accessory functions such as urea hydrolysis and thiosulfate reduction. While one recovered species (Ca. Nitrosediminicola aerophilus) is generally confined within the oxic zone, another (Ca. Nitrosediminicola anaerotolerans) additionally appears in anoxic sediments. Counting Ca. Nitrosediminicolota as a nitrite-oxidizer helps to resolve the apparent abundance imbalance between AOA and NOB in oxic marine sediments, and thus its activity may exert controls on the nitrite budget.

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Metagenome-assembled genomes of DPANN archaea from oxygen-deficient zones. (A) Locations of metagenomes from ETNP, ETSP, and Arabian Sea used for metagenome assembly, MAG binning, and relative abundance mapping. (B) Relative abundances of DPANN MAGs across metagenome samples, color-coded by phylum-level taxonomy. Depths are listed for each of the samples. Arabian Sea: all samples are from 2007 (45); ETNP: ^ indicates samples from 2016 (45), ‡ indicates samples from 2018 (45), * indicates samples from 2013 (46), # indicates samples from 2012 (42), + indicates samples from 2013 (47); and ETSP: † indicates samples from 2008 (48), and ° indicates samples from 2010 (49). Map is adapted from Zhang et al. (45).
Species tree of DPANN MAGs and genomes from JGI, NCBI, ODZs, and TARA Oceans collections. Each group is colored by phylum-level taxonomy. Only DPANN phyla containing ODZ or TARA MAGs are shown. Black outlined circles indicate ODZ MAGs, blue outlined circles indicate TARA Oceans MAGs, and circles without outlines indicate NCBI or JGI genomes. Stars next to tips indicate the presence of a putative nosZ-like gene. Numbers by nodes correspond to bootstrap supports.
Metabolic analysis of unique DPANN MAGs. Circles show the presence/absence of key metabolic pathways, grouped by color according to general metabolism categories. Darker circles indicate >70% of genes within the pathway are present, while lighter circles indicate partial pathways (33%–70% present). White circles indicate <33% of genes are present, and the pathway is considered absent. Completion/contamination and size of MAGs are shown on the right.
Protein tree of DPANN nosZ-like proteins (green) within the larger tree of canonical nosZ proteins (typical TAT type in teal, atypical Sec type in orange, and type unknown in pink). Tree is rooted on cytochrome c oxidase subunit II proteins, shown in yellow. Diamonds at nodes correspond to ultrafast bootstrap (UFboot) supports, while numbers are SH-aLRT values. (B) Sequence motifs for the conserved CuA copper-binding site for each protein. (C) Historical nitrous oxide concentration profiles are replotted from the oxygen-deficient zones of the Eastern Tropical North Pacific (80), Eastern Tropical South Pacific (81, 82), and the Arabian Sea (83).
(A) Schematic showing the spatial N2O concentration for two inter-cell distances of d = 0 µm (attached) and d = 2 µm (free living). The relative surface N2O concentration for the producer is set to 1, while the relative surface N2O concentration of the consumer is set to 0. The radius of the producer, the radius of the consumer, and the distance between the cells are varied according to the values in Table S2. (B) Volume-normalized uptake rate of N2O for the consumer at 0 µm separation (attached) and 2 µm separation (free living) for all values of the consumer and producer cell sizes. Numbers indicate the actual volume-normalized uptake rates (multiplied by 10⁻¹²). (C) Uptake rates as a function of the inter-cell distance normalized to the attached scenario of the same consumer-producer cell size combination. A value of, e.g., 0.2 indicates that this combination of producer and consumer cell size shows a reduction of 80% in the consumer N2O uptake rate at this distance compared to if they were attached. The spread within a given inter-cell distance is a result of varying the producer and consumer cell sizes (cross-combining five consumer with four producer sizes as shown in panel B). n = 20 simulations plotted for each bar, with box representing ±1 s.d. and the whiskers showing ±2 s.d.
Uncultivated DPANN archaea are ubiquitous inhabitants of global oxygen-deficient zones with diverse metabolic potential

February 2024

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134 Reads

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8 Citations

Archaea belonging to the DPANN (Diapherotrites, Parvarchaeota, Aenigmarchaeota, Nanoarchaeota, and Nanohaloarchaeota) superphylum have been found in an expanding number of environments and perform a variety of biogeochemical roles, including contributing to carbon, sulfur, and nitrogen cycling. Generally characterized by ultrasmall cell sizes and reduced genomes, DPANN archaea may form mutualistic, commensal, or parasitic interactions with various archaeal and bacterial hosts, influencing the ecology and functioning of microbial communities. While DPANN archaea reportedly comprise a sizeable fraction of the archaeal community within marine oxygen-deficient zone (ODZ) water columns, little is known about their metabolic capabilities in these ecosystems. We report 33 novel metagenome-assembled genomes (MAGs) belonging to the DPANN phyla Nanoarchaeota, Pacearchaeota, Woesearchaeota, Undinarchaeota, Iainarchaeota, and SpSt-1190 from pelagic ODZs in the Eastern Tropical North Pacific and the Arabian Sea. We find these archaea to be permanent, stable residents of all three major ODZs only within anoxic depths, comprising up to 1% of the total microbial community and up to 25%–50% of archaea as estimated from read mapping to MAGs. ODZ DPANN appear to be capable of diverse metabolic functions, including fermentation, organic carbon scavenging, and the cycling of sulfur, hydrogen, and methane. Within a majority of ODZ DPANN, we identify a gene homologous to nitrous oxide reductase. Modeling analyses indicate the feasibility of a nitrous oxide reduction metabolism for host-attached symbionts, and the small genome sizes and reduced metabolic capabilities of most DPANN MAGs suggest host-associated lifestyles within ODZs. IMPORTANCE Archaea from the DPANN (Diapherotrites, Parvarchaeota, Aenigmarchaeota, Nanoarchaeota, and Nanohaloarchaeota) superphylum have diverse metabolic capabilities and participate in multiple biogeochemical cycles. While metagenomics and enrichments have revealed that many DPANN are characterized by ultrasmall genomes, few biosynthetic genes, and episymbiotic lifestyles, much remains unknown about their biology. We report 33 new DPANN metagenome-assembled genomes originating from the three global marine oxygen-deficient zones (ODZs), the first from these regions. We survey DPANN abundance and distribution within the ODZ water column, investigate their biosynthetic capabilities, and report potential roles in the cycling of organic carbon, methane, and nitrogen. We test the hypothesis that nitrous oxide reductases found within several ODZ DPANN genomes may enable ultrasmall episymbionts to serve as nitrous oxide consumers when attached to a host nitrous oxide producer. Our results indicate DPANN archaea as ubiquitous residents within the anoxic core of ODZs with the potential to produce or consume key compounds.


Origin, age, and metabolisms of dominant anammox bacteria in the global oxygen deficient zones

November 2023

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76 Reads

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1 Citation

Anammox bacteria inhabiting oxygen deficient zones (ODZs) are a major functional group mediating fixed nitrogen loss and thus exerting a critical control on the nitrogen budget in the global ocean. However, the diversity, origin, and broad metabolisms of ODZ anammox bacteria remain unknown. Here we report two novel metagenome-assembled genomes of Scalindua , which represent most, if not all, of the anammox bacteria in the global ODZs. Beyond the core anammox metabolism, both organisms contain cyanase and the more dominant one encodes a urease, indicating ODZ anammox bacteria can utilize cyanate and urea in addition to ammonium. The first ODZ Scalindua likely derived from the benthos ∼200 million years ago. Compared to benthic strains of the same clade, ODZ Scalindua uniquely encode genes for urea utilization but lost genes related to growth arrest, flagellum synthesis, and chemotaxis, presumably for adaptation to the anoxic water column.


Uncultivated DPANN archaea are ubiquitous inhabitants of global oxygen deficient zones with diverse metabolic potential

October 2023

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41 Reads

Archaea belonging to the DPANN superphylum have been found within an expanding number of environments and perform a variety of biogeochemical roles, including contributing to carbon, sulfur, and nitrogen cycling. Generally characterized by ultrasmall cell sizes and reduced genomes, DPANN archaea may form mutualistic, commensal, or parasitic interactions with various archaeal and bacterial hosts, influencing the ecology and functioning of microbial communities. While DPANN archaea reportedly comprise 15–26% of the archaeal community within marine oxygen deficient zone (ODZ) water columns, little is known about their metabolic capabilities in these ecosystems. We report 33 novel metagenome-assembled genomes belonging to DPANN phyla Nanoarchaeota, Pacearchaeota, Woesarchaeota, Undinarchaeota, Iainarchaeota, and SpSt-1190 from pelagic ODZs in the Eastern Tropical North Pacific and Arabian Sea. We find these archaea to be permanent, stable residents of all 3 major ODZs only within anoxic depths, comprising up to 1% of the total microbial community and up to 25–50% of archaea. ODZ DPANN appear capable of diverse metabolic functions, including fermentation, organic carbon scavenging, and the cycling of sulfur, hydrogen, and methane. Within a majority of ODZ DPANN, we identify a gene homologous to nitrous oxide reductase. Modeling analyses indicate the feasibility of a nitrous oxide reduction metabolism for host-attached symbionts, and the small genome sizes and reduced metabolic capabilities of most DPANN MAGs suggest host-associated lifestyles within ODZs. Importance Archaea from the DPANN superphylum have diverse metabolic capabilities and participate in multiple biogeochemical cycles. While metagenomics and enrichments have revealed that many DPANN are characterized by ultrasmall genomes, few biosynthetic genes, and episymbiotic lifestyles, much remains unknown about their biology. We report 33 new DPANN metagenome-assembled genomes originating from the 3 global marine oxygen deficient zones (ODZs), the first from these regions. We survey DPANN abundance and distribution within the ODZ water column, investigate their biosynthetic capabilities, and report potential roles in the cycling of organic carbon, methane, and nitrogen. We test the hypothesis that nitrous oxide reductases found within several ODZ DPANN genomes may enable ultrasmall episymbionts to serve as nitrous oxide consumers when attached to a host nitrous oxide producer. Our results indicate DPANN archaea as ubiquitous residents within the anoxic core of ODZs with the potential to produce or consume key compounds.


A new abundant nitrite-oxidizing phylum in oligotrophic marine sediments

October 2023

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51 Reads

Nitrite-oxidizing bacteria (NOB) are important nitrifiers whose activity regulates the availability of nitrite and links reduced ammonium and oxidized nitrate in ecosystems. In oxic marine sediments, ammonia-oxidizing archaea (AOA) and NOB together catalyze the oxidation of ammonium to nitrate, but the observed abundance ratios of AOA to canonical NOB are significantly higher than the theoretical ratio predicted from microbial physiology, indicating that many novel NOBs are yet to be discovered. Here we report a new bacterial phylum Candidatus Nitrosediminicolota, members of which are more abundant than canonical NOBs and are widespread across global oligotrophic sediments. Ca. Nitrosediminicolota members have the functional potential to oxidize nitrite, in addition to other accessory functions such as urea hydrolysis and thiosulfate reduction. While one recovered species ( Ca. Nitrosediminicola aerophilis) is generally confined within the oxic zone, another ( Ca. Nitrosediminicola anaerotolerans) can additionally thrive in anoxic sediments. Counting Ca. Nitrosediminicolota as a nitrite-oxidizer resolves the apparent abundance imbalance between AOA and NOB in oxic marine sediments, and thus its activity may exert a critical control on the nitrite budget.


"Candidatus Subterrananammoxibiaceae," a New Anammox Bacterial Family in Globally Distributed Marine and Terrestrial Subsurfaces

July 2023

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116 Reads

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7 Citations

Bacteria specialized in anaerobic ammonium oxidation (anammox) are widespread in many anoxic habitats and form an important functional guild in the global nitrogen cycle by consuming bio-available nitrogen for energy rather than biomass production. Due to their slow growth rates, cultivation-independent approaches have been used to decipher their diversity across environments. However, their full diversity has not been well recognized. Here, we report a new family of putative anammox bacteria, "Candidatus Subterrananammoxibiaceae," existing in the globally distributed terrestrial and marine subsurface (groundwater and sediments of estuary, deep-sea, and hadal trenches). We recovered a high-quality metagenome-assembled genome of this family, tentatively named "Candidatus Subterrananammoxibius californiae," from a California groundwater site. The "Ca. Subterrananammoxibius californiae" genome not only contains genes for all essential components of anammox metabolism (e.g., hydrazine synthase, hydrazine oxidoreductase, nitrite reductase, and nitrite oxidoreductase) but also has the capacity for urea hydrolysis. In an Arctic ridge sediment core where redox zonation is well resolved, "Ca. Subterrananammoxibiaceae" is confined within the nitrate-ammonium transition zone where the anammox rate maximum occurs, providing environmental proof of the anammox activity of this new family. Phylogenetic analysis of nitrite oxidoreductase suggests that a horizontal transfer facilitated the spreading of the nitrite oxidation capacity between anammox bacteria (in the Planctomycetota phylum) and nitrite-oxidizing bacteria from Nitrospirota and Nitrospinota. By recognizing this new anammox family, we propose that all lineages within the "Ca. Brocadiales" order have anammox capacity. IMPORTANCE Microorganisms called anammox bacteria are efficient in removing bioavailable nitrogen from many natural and human-made environments. They exist in almost every anoxic habitat where both ammonium and nitrate/nitrite are present. However, only a few anammox bacteria have been cultured in laboratory settings, and their full phylogenetic diversity has not been recognized. Here, we present a new bacterial family whose members are present across both the terrestrial and marine subsurface. By reconstructing a high-quality genome from the groundwater environment, we demonstrate that this family has all critical enzymes of anammox metabolism and, notably, also urea utilization. This bacterium family in marine sediments is also preferably present in the niche where the anammox process occurs. These findings suggest that this novel family, named "Candidatus Subterrananammoxibiaceae," is an overlooked group of anammox bacteria, which should have impacts on nitrogen cycling in a range of environments.


Fig. 5 Comparative analysis of genomes of the dominant anammox bacteria in marine sediments. A A plot of genome size against GC content of the three families of anammox bacteria genomes. Ca. Bathyanammoxibius amoris (in this study) and Ca. Scalindua sediminis (Ref. [13]), representatives of the families Ca. Bathyanammoxibiaceae and Ca. Scalinduaceae widespread in marine sediments, are highlighted. B Venn diagram showing the shared and unique gene clusters between Ca. B. amoris and Ca. S. sediminis.
Fig. 6 Phylogeny and distribution of ammonium transporters (Amt) in anammox bacteria. A Maximum-likelihood phylogenetic tree of Amt in anammox bacteria and other related nitrogen cycling groups (AOB, NOB, and AOA). Amt clades of nitrogen cycling groups are highlighted with different colors. The bar indicates estimated sequence divergence per residue. B Heatmap showing the occurrence of Amt in 10 selected high-quality anammox bacterial genomes.
Nitrite accumulation and anammox bacterial niche partitioning in Arctic Mid-Ocean Ridge sediments

March 2023

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177 Reads

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15 Citations

ISME Communications

By consuming ammonium and nitrite, anammox bacteria form an important functional guild in nitrogen cycling in many environments, including marine sediments. However, their distribution and impact on the important substrate nitrite has not been well characterized. Here we combined biogeochemical, microbiological, and genomic approaches to study anammox bacteria and other nitrogen cycling groups in two sediment cores retrieved from the Arctic Mid-Ocean Ridge (AMOR). We observed nitrite accumulation in these cores, a phenomenon also recorded at 28 other marine sediment sites and in analogous aquatic environments. The nitrite maximum coincides with reduced abundance of anammox bacteria. Anammox bacterial abundances were at least one order of magnitude higher than those of nitrite reducers and the anammox abundance maxima were detected in the layers above and below the nitrite maximum. Nitrite accumulation in the two AMOR cores co-occurs with a niche partitioning between two anammox bacterial families ( Candidatus Bathyanammoxibiaceae and Candidatus Scalinduaceae), likely dependent on ammonium availability. Through reconstructing and comparing the dominant anammox genomes ( Ca . Bathyanammoxibius amoris and Ca . Scalindua sediminis), we revealed that Ca . B. amoris has fewer high-affinity ammonium transporters than Ca . S. sediminis and lacks the capacity to access alternative substrates and/or energy sources such as urea and cyanate. These features may restrict Ca . Bathyanammoxibiaceae to conditions of higher ammonium concentrations. These findings improve our understanding about nitrogen cycling in marine sediments by revealing coincident nitrite accumulation and niche partitioning of anammox bacteria.


Occurrence of “Ca. Patescibacteria” (or CPR) in the three sediment sites investigated in this study. (A) Bathymetric map showing the locations of the three study sites. The map was made with GeoMapApp (www.geomapapp.org). (B to I) Relative abundance and community structure of CPR in cores MR-GS14-GC08 (B, C, and D), NP-U1383E (E, F, and G), and CR-U1379B (H and I) assessed by 16S rRNA genes recovered from metagenome sequencing and amplicon sequencing. In panels B, E, and H, CPR relative abundances assessed by metagenome sequencing are represented by red circles with crosses and those assessed by amplicon sequencing are represented by solid black circles. Sediment horizons with <10 reads of CPR in MR-GS14-GC08 and NP-U1383E are represented by open circles, while those in CR-U1379B horizons without any CPR reads are represented by open circles. Sediment horizons selected for metagenome sequencing in each core are highlighted with stars. The class-level classifications of “Ca. Patescibacteria” in the amplicon sequencing data are shown with bars (C and F), while for the metagenomes, they are shown using pie charts (D, G, and I). Redox zonation in MR-GS14-GC08, NP-U1383E, and CR-U1379B was determined based on the geochemical data reported in references 45, 46, and 47, respectively. In panels C, D, F, G, and I, CPR sequences were classified against the SILVA 138.1 release, and the community structure at the class level is reported.
Confined distribution of CPR MAGs in marine sediment cores. (A) Genome coverage is shown as a proxy of the relative abundance of genomes in complex communities in different sediment layers of the three cores. The numbers on the y axis denote sediment depth in the unit of meters below seafloor (mbsf). (B) Index of replication (iRep) of genomes in complex communities, in different sediment layers of the three examined cores. In both panels A and B, gray squares indicate the absence of the examined items (either <2 genome coverages [A] or uncalculatable iRep [B]).
Metabolic potential of CPR genomes recovered from marine sediments. Specific proteins/pathways are shown on the top, while the metabolic pathways are indicated at the bottom. The presence of specific proteins/pathways is indicated by filled circles, while their complete absence is indicated by open circles. For some pathways, the numbers of the encoding genes of the key enzymes are also indicated.
of CPR MAGs recovered from marine sediments examined in this study
Occurrence, Diversity, and Genomes of “ Candidatus Patescibacteria” along the Early Diagenesis of Marine Sediments

December 2022

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70 Reads

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14 Citations

Ultrasmall-celled “ Ca. Patescibacteria” have been estimated to account for one-quarter of the total microbial diversity on Earth, the parasitic lifestyle of which may exert a profound control on the overall microbial population size of the local ecosystems. However, their diversity and metabolic functions in marine sediments, one of the largest yet understudied ecosystems on Earth, remain virtually uncharacterized.


Nitrite accumulation and the associated anammox bacteria niche partitioning in marine sediments

August 2022

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59 Reads

By consuming ammonium and nitrite, anammox bacteria form an important functional guild in nitrogen cycling in many environments including marine sediments. Recent studies have shown that anammox bacteria can consume most of the upwardly diffusing ammonium from deep anoxic sediments; however, their impact on the other important substrate nitrite has not been well characterized. Here we show niche partitioning of two anammox families emerges in a 2.4 m long mostly anoxic sediment core retrieved from the Nordic Seas. We document high abundances of anammox bacteria in most investigated sediment layers, with two distinct anammox abundance maxima in two nitrite consumption zones. Between the two anammox abundance maxima, nitrite accumulates as observed in other marine sediment sites and aquatic environments, indicating anammox bacteria play a fundamental role in modulating the nitrite distribution. Anammox bacteria in the upper nitrite consumption zone are dominated by the Candidatus Bathyanammoxibiaceae family, while Ca. Scalinduaceae family dominate at the lower zone. A high-quality representative Ca. Bathyanammoxibiaceae genome is recovered, which, comparing to Ca. Scalindua sediminis, the representative of Scalinduaceae in marine sediments, has fewer high affinity ammonium transporters and lacks the capacity to access alternative substrates or energy sources such as urea and cyanate. These features may restrict Ca. Bathyanammoxibiaceae to conditions of higher ammonium concentrations or fluxes, and therefore drive the observed niche partitioning. These findings improve our understanding about nitrogen cycling in marine sediments by revealing the association between nitrite accumulation and niche partitioning of anammox bacteria.


Citations (25)


... The specific targets of interest were the 16S rRNA genes for general bacteria, AOB, Anammox bacteria, and NOB (Table 1). Each target bacterial group of interest for qPCR analysis can be described from 16S rRNA with single-copy genes; therefore, the abundance can be directly compared [38,39]. The PCR protocols were conducted for each primer pair ( Table 2). ...

Reference:

Heated Aeration for Nitrite-Oxidizing Bacteria (NOB) Control in Anammox-Integrated Membrane-Aerated Biofilm Reactors (MABR)
Age, metabolisms, and potential origin of dominant anammox bacteria in the global oxygen-deficient zones
  • Citing Article
  • April 2024

ISME Communications

... The broad redox capacity for N and S compounds as well as varied CO 2 fixation pathways in phylogenetically distant bacteria and archaea from Laguna Lejía extends metabolic capabilities to previously unknown phyla. The prediction of potential nitrite oxidoreductases in phylogenetically distinct bacteria beyond Nitrospirota, Nitrospinota, Nitrosediminicolota, Chloroflexota, and Proteobacteria [120][121][122] may extend the list of nitrite oxidizers known so far. As the KEGG database does not differentiate between nitrite oxidoreductases and nitrate reductases (e.g., K00370 and K00371), nitrite oxidation by these new phyla is to be considered with caution. ...

An abundant bacterial phylum with nitrite-oxidizing potential in oligotrophic marine sediments

Communications Biology

... [12][13][14] The functional role of DPANN archaea in the biosphere remains largely enigmatic. 15,16 Are they friends or foes in natural environments, and do they play an important and cohesive role in microbial consortia that decompose waste? Here, we take a closer look at a three-membered, extremely halophilic natural consortium consisting of the xylan-degrading Halorhabdus sp. ...

Uncultivated DPANN archaea are ubiquitous inhabitants of global oxygen-deficient zones with diverse metabolic potential

... The water circulation. Even though the oceans conphere over hundreds of millions of years, 50% ome from the oceans, since most of the oxygen rther, the excess nutrients discharged to lakes e algae boom and low oxygen water [21,22]. the oceans [23,24]. ...

Origin, age, and metabolisms of dominant anammox bacteria in the global oxygen deficient zones

... Anaerobic ammonium oxidation (anammox) is an essential microbially-catalyzed process in the global nitrogen cycle, where nitrite and ammonium are transformed into dinitrogen Kuypers et al., 2003). So far, several taxa of anammox bacteria have been identified all of which belong to the phylum Planctomycetota (Cuecas et al., 2024;Lodha et al., 2021;Zhao et al., 2023). In the typical anammox metabolism, first, nitrite is reduced to nitric oxide (NO) or hydroxylamine (NH 2 OH). ...

"Candidatus Subterrananammoxibiaceae," a New Anammox Bacterial Family in Globally Distributed Marine and Terrestrial Subsurfaces

... It further is an intermediate in assimilatory nitrate reduction by phytoplankton and other microbes. Nitrite has been well described across the ocean, accumulating at predictable depth horizons below the euphotic zone (the primary nitrite maximum) (Lomas and Lipschultz 2006;Zakem et al. 2018;Ciccarese et al. 2023), at anoxic marine depths in the oxygen-deficient zones (the secondary nitrite maximum) (Ulloa et al. 2012;Babbin et al. 2014Babbin et al. , 2017Babbin et al. , 2020, and sometimes in marine sediments at the interface between oxic and anoxic layers (Zhao et al. 2023). Furthermore, global lakes ranging from large temperate basins to confined polar meromictic lakes can exhibit nitrite accumulation globally both in the water column and underlying sediments, often elevated under eutrophic and low oxygen conditions (Vincent et al. 1981;Lee et al. 2004;Powers et al. 2017). ...

Nitrite accumulation and anammox bacterial niche partitioning in Arctic Mid-Ocean Ridge sediments

ISME Communications

... With more than 70 different phyla, they account for over a quarter of the phylum-level lineages based on the genome-based phylogenetic analyses by Parks et al. (2017) [5]. CPR bacteria are widespread across diverse ecosystems (e.g., dental plaque, soil, groundwater, hypersaline lakes, wastewater treatment plants, acid mine drainage, and marine sediments) [6][7][8][9][10][11]. Characterized by streamlined genomes and restricted metabolic capacities, they possess incomplete biosynthetic pathways and lack the full machinery for cellular motility and chemotaxis [12,13]. ...

Occurrence, Diversity, and Genomes of “ Candidatus Patescibacteria” along the Early Diagenesis of Marine Sediments

... Tripitaka, Ca. Wukongus Yang et al. 2022;Zhao et al. 2022). The core anammox reaction is catalyzed by a series of redox-active enzymes, including hydrazine synthase (HZS), hydrazine dehydrogenase (HDH), nitrite oxidoreductase (NXR), hydroxylamine oxidase (HOX), hydroxylamine oxidoreductase (HAO)-like protein Kustc0458 (KsHN*, Ks represents Kuenenia stuttgartiensis, H represents HAO paralogues, N represent nitrite reduction, and * represents homologues) and nitrite reductase (NIR) (Kuenen 2008;Kuenen 2020). ...

Introducing Candidatus Bathyanammoxibiaceae, a family of bacteria with the anammox potential present in both marine and terrestrial environments

ISME Communications

... processes such as thermal stratification, poor ocean circulation, limited air-sea O 2 exchange, low solubility of O 2 at high temperatures, and the upwelling of nutrient-rich waters to the surface that drives biological productivity and O 2 consumption [2,6,7]. Oxygen loss in the open ocean has increased over the past 30-50 years, mainly due to anthropogenic climate change [1,[8][9][10]. This expansion implies adverse changes to marine ecosystems, including the benthic community since 0.3% of the global seafloor is intercepted by OMZ waters [6,8,9]. ...

Mapping Microbial Abundance and Prevalence to Changing Oxygen Concentration in Deep-Sea Sediments Using Machine Learning and Differential Abundance

... For the process of ammonia oxidation in marine sediments, AOA are well known to dominate over ammonia-oxidizing bacteria 16,23,24 and numerous studies have quantified their activity, regulation, power requirement, and genetic identity 17,[25][26][27][28] . By comparison, our knowledge about microorganisms involved in nitrite oxidation in marine sediments is extremely limited. ...

Ammonia-oxidizing archaea have similar power requirements in diverse marine oxic sediments

The ISME Journal