sampling focus: the suboxic zone

1
Sampling focus: The Suboxic Zone Fig. 2: Strong water column stratification results in anoxic conditions with a well defined suboxic zone, where both O 2 and H 2 S are absent. We consider this an ideal location to sample for microbes that have not been well characterized (if at all). Oxygen Sulfide Fig. 1: The Black Sea Looking at Black Sea Microbial Communities to Understand Ancient Oceans John Kirkpatrick 1 , Brian Oakley 2 , Clara Fuchsman 1 , Sujatha Srinivasan 2 , James T. Staley 2 , James W. Murray 1 1 School of Oceanography and 2 Department of Microbiology University of Washington, Seattle, WA April, 2005 Abstract #987 Acknowledgements Thanks to Billy Brazelton for all of his advice; and also to Mark Rider and Audrey Harris for their laboratory assistance. This work was funded by NSF Microbial Observatories 0132101 and NSF-IGERT grant DGE-9870713. Conclusions "Life as we know it" is defined not by 3 dimensions, but by 4. If we as Astrobiologists want to overcome the inherent scientific difficulty of being in one place at one time, one way to start is by thinking about not only other places, but other times. By considering the unusual (yet historically important) environment of the Black Sea, we can gain insight not only into Earth's past but also on the variety of forms and functions that life takes. Here we have presented the results of a first-pass assessment of the microbes living in the Black Sea. Among other observations, we can say that: There is a very large amount of diversity in the phylum Planctomycetes; more unknown bacteria in this location, in fact, than previously known and characterized worldwide. The Planctomycetes of some depths (such as σ = 15.7, 15.8) appear to be dominated by a few strains, possibly due to the favorability of the anammox reaction in certain chemoclines. A few strains of Planctomycetes are ubiquitous throughout the suboxic zone. This includes one type of bacteria, previously unknown, which grows in inorganic anammox enrichment media. There appears to be increased diversity at the bottom of the suboxic zone; we hypothesize that there might be a correlation to the viability of S- based metabolisms at those depths. Now that we have gathered essential 16S rDNA data on various depths of the Black Sea, along with fresh samples, we can attempt to answer questions raised by our previous work. These include: What are the dominant species? We are working on Fluorescent In-Situ Hybridization (FISH) techniques to identify and count specific strains of bacteria. How active are these bacteria? We have incubated and collected samples spiked with 14 C-bicarbonate in order to measure rates of chemosynthesis. Which species or groups are primary producers? We have collected samples for a combined 14 C and FISH analysis to determine which kinds of bacteria are fixing carbon. The R/V Endeavor. Additional samples collected 3/26/05-4/5/05. 15.9_JK460 15.9_JK312 15.9_JK420 15.9_JK445 15.9_JK461 15.9_JK417 15.9_JK500 15.9_JK485 15.9_JK448 15.9_JK487 15.9_JK415 15.9_JK416 15.9_JK522 15.9_JK512 15.9_JK440 15.9_JK501 15.9_JK454 15.9_JK441 15.9_JK519 15.9_JK343 15.9_JK409 15.9_JK450 15.9_JK412 15.9_JK506 15.9_JK419 15.9_JK442 15.9_JK451 10% Aquifex Pirellula staleyi Pirellula Planctomyces sp. "Scalindua wagneri" "Scalindua brodae" Anammox enrichment 15.7_JK742 Isosphaera Gemmata "Kuenenia stuttgartiensis" "Brocadia anammoxidans" "Scalindua sorokinii" 15.5_BO836 15.5_BO597 15.5_BO704 15.5_BO720 15.5_BO703 15.5_BO681 15.5_BO699 15.5_BO719 15.5_BO694 15.5_BO684 15.5_BO698 15.5_BO726 15.5_BO715 15.5_BO708 15.5_BO577 15.8_JK613 15.8_JK636 15.8_JK630 15.8_JK530 15.8_JK638 15.8_JK523 15.8_JK599 15.8_JK602 15.8_JK617 15.8_JK619 15.8_JK618 15.8_JK593 15.8_JK600 15.7_JK728 15.7_JK776 15.7_JK697 15.7_JK727 15.7_JK735 15.7_JK707 15.7_JK721 15.7_JK791 15.7_JK701 15.7_JK767 15.7_JK789 15.7_JK709 15.7_JK739 15.6_JK832 15.6_JK803 15.6_JK871 15.6_JK852 15.6_JK800 15.6_JK808 15.6_JK854 15.6_JK843 15.6_JK826 15.6_JK846 15.6_JK831 15.6_JK798 15.6_JK833 15.6_JK858 16.0_JK236 16.0_JK219 16.0_JK94f 16.0_JK235 16.0_JK221 16.0_JK211 16.0_JK238 16.0_JK81f 16.0_JK215 16.0_JK207 16.0_JK206 16.0_JK245 16.0_JK247 16.0_JK241 16.0_JK79 16.0_JK212 16.0_JK97 16.0_JK217 16.0_JK101 16.0_JK189 16.0_JK201 16.0_JK83f 16.0_JK102 100 89 80 94 77 74 100 99 100 87 98 88 79 100 96 99 100 100 98 100 100 100 100 92 100 100 100 75 75 100 100 100 86 100 100 100 76 100 97 73 71 100 100 100 100 100 74 96 97 95 70 7 4 100 70 100 97 100 75 96 100 100 100 100 88 100 100 100 100 100 100 Density (depth) dependence: σ = 15.5 σ = 15.6 σ = 15.7 σ = 15.8 σ = 15.9 σ = 16.0 (Reference) Pirelulla-like sequences: found at all depths Highly divergent group, typically found at the base of the suboxic zone. Unknown group, showing some genera- level specificity to different densities Fig. 3: Black Sea Planctomycetes Diversity. DNA Samples from various density layers were amplified with Planctomycetes-specific primers (58f and 926r), and the entire insert sequenced. This phylogenetic tree, comparing our samples versus known Planctomycetes, indicate a plethora of uncharacterized bacteria. Fig. 4: While anammox-type sequences were detectable at all of the mid- and lower-depths, they dominated clone libraries at σ θ = 15.8. This seems odd, because the anammox reaction requires NH 4 + , which approaches zero at σ θ = 16.0. 10% Aquifex "Scalindua wagneri" Pirellula staleyi Pirellula Planctomyces sp. "Scalindua brodae" "Scalindua sorokinii" "Brocadia anammoxidans" "Kuenenia stuttgartiensis" Anammox enrichment Gemmata Isosphaera 15.8_JK530 15.8_JK613 15.8_JK636 15.8_JK635 15.8_JK524 15.8_JK610 15.8_JK590 15.8_JK630 15.8_JK586 15.8_JK622 15.8_JK588 15.8_JK629 15.8_JK639 15.8_JK593 15.8_JK599 15.8_JK620 15.8_JK632 15.8_JK611 15.8_JK59 7 15.8_JK594 15.8_JK624 15.8_JK616 15.8_JK625 15.8_JK528 15.8_JK584 15.8_JK587 15.8_JK609 15.8_JK583 15.8_JK598 15.8_JK614 15.8_JK615 15.8_JK529 15.8_JK633 15.8_JK626 15.8_JK657 15.8_JK634 15.8_JK638 15.8_JK618 15.8_JK591 15.8_JK595 15.8_JK619 15.8_JK608 15.8_JK602 15.8_JK600 15.8_JK596 15.8_JK617 15.8_JK523 100 100 83 90 99 93 99 100 100 90 100 78 86 100 75 100 100 78 100 98 Identified anammox and similar sequences 15.5 15.6 15.7 15.8 15.9 16.0 0.2 0.4 0.6 0.8 H' / H'max Density, σ Fig. 5: Varying levels of diversity. This figure shows a diversity index (Shannon- Weaver, normalized for all depths by dividing by H’max); a higher number indicates increased diversity. σ = 15.8, shown above, is dominated by the anammox phylotype and has low diversity. At deeper density interfaces, approaching the bottom of the suboxic zone and the onset of sulfide, Planctomycete diversity increases dramatically. Further investigation will help us determine what sort of N and / or S metabolisms are related to these various groups of bacteria. (Note that these results are PCR based, and so may reflect the biases of that technique. Samples have all been screened for chimeras using Bellerophon [see Huber et al., 2004] and also RDP’s Chimera Check.) Project Outline As we are striving to better understand the different forms life has taken on Earth, we are particularly interested in metabolic diversity. Since N- and S-based chemistry have a wide variety of life-supporting reactions, we focused on a part of the Black Sea where there is a large potential for “atypical” biogeochemistry. This is the suboxic zone (cf. figure 2), a redoxcline spanning 10s of meters which is deficient in both oxygen and sulfide. Amongst others, anaerobic ammonium oxidizing (anammox) bacteria are known to exist here; these chemoautotrophs which can release significant amounts of N2 gas (cf. figure 3). Samples collected in 2003 on the R/V Knorr were analyzed to yield depth-specific information on the chemistry and microbiology of the water column. In order to characterize the microbial community, and relate it to the chemistry of the system, we have utilized both culture- independent and culture-based techniques. DNA extraction, cloning, and sequencing has given us the basic distributions and diversity of numerous bacteria. Here we have used specific primers (58f and 926r) to focus on the Planctomycetes, an unusual bacterial phylum characterized by intracellular membranes, a complete lack of peptidoglycan, and a diverse distribution. The results of these molecular studies are summarized in figures 4-6. Enrichment cultures, designed to select for different metabolisms based on the media composition, have also yielded some successes. Among these is anammox enrichment medium (sterile seawater with NH 4 + and NO 2 - ) which has produced an unknown strain of Planctomycetes (cf. figures 4,5). Fig. 3: Chemical gradients and the suboxic zone Anammox bacteria are known to live in the suboxic zone, and survive autotrophically by producing N 2 gas. We are attempting to understand their importance in the complex interplay of various N species (and their isotopes). The relevant reaction is: Anammox Reaction: NH 4 + + NO 2 - N 2(g) + H 2 O This graph shows the various chemical distributions around the suboxic zone. Ammonium is produced at depth and is consumed (along with nitrate) in the suboxic zone; both reach negligible values around σ θ = 16.0. This depth corresponds to an N 2 gas maximum, relative to saturation. Nitrite shows a more complex profile, with maxima at σ θ = 15.0 and 15.9. The suboxic zone is shaded (cf. figure 2). Note the relative scale bars. 0 10 20 30 40 NH 4 + 16.8 16.4 16 15.6 15.2 14.8 14.4 14 13.6 density, σ (depth proxy) 0 1 2 3 4 NO 3 - M 0 0.1 0.2 0.3 0.4 NO 2 - 1 1.005 1.01 1.015 1.02 N2/Ar Sample/Saturation Ratio NH 4 + NO 3 - NO 2 - N 2 /Ar Sample/Saturation Ratio Black Sea Central Gyre Suboxic zone Abstract Earth's oceans would have appeared foreign to the modern observer for much of our planet's history, as evidence shows that the oceans had oxic surface and anoxic deep layers from approximately 2 to 0.5 billion years ago (cf. Canfield, 1998; Anbar and Knoll, 2002). This is much like the current Black Sea, the world's largest anoxic basin. We are investigating the anaerobic bacterial communities of the Black Sea in order to better understand the ancient oceans. We are particularly interested in novel metabolisms, such as anaerobic ammonium oxidizing (anammox) bacteria, chemoautotrophs which can produce significant amounts of N 2 gas. Using samples collected from various depth horizons focused on the suboxic zone, we have constructed and sequenced 16S rDNA clone libraries using Planctomycetes-specific primers. This has allowed us to look at diversity within the Planctomycetes group, with several interesting results. •There are multiple unknown groups, many of which are highly divergent from known Planctomycetes. •One group of 16S rDNA environmental sequences (detected only with Planctomycetes primers) branches separately from known groups and is also found growing in a selective culture for anammox bacteria. •In addition, there are several other environmental sequences similar to known anammox bacteria. •The upper depths of the suboxic zone have a relatively low diversity, with the “basement” of the zone hosting a complex array of different groups. This coincides with the potential for various S-based metabolisms. Altogether, this raises interesting questions about the genetic diversity and metabolism of the Planctomycetes in general and anammox bacteria in particular. It also leads us to believe that there is much yet unknown about the composition of early marine microbial communities, as well as their interactions with and contributions to the planetary environment. References Anbar, A. D. , and A. H. Knoll. Proterozoic Ocean Chemistry and Evolution: A Bioinorganic Bridge? Science 297, 1137-1142 (2002). Canfield, D.E. A new model for Proterozoic ocean chemistry. Nature 396, 450-453 (1998). Huber, T. , G. Faulkner and P. Hugenholtz. Bellerophon; a program to detect chimeric sequences in multiple sequence alignments. Bioinformatics 20 2317-2319 (2004).

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Page 1: Sampling focus: The Suboxic Zone

Sampling focus: The Suboxic Zone

Fig. 2: Strong water column stratification results in anoxic conditions with a well defined suboxic zone,

where both O2 and H2S are absent. We consider this an ideal location to sample for microbes that have not been

well characterized (if at all).

OxygenSulfide

Fig. 1: The Black Sea

Looking at Black Sea Microbial Communities to Understand Ancient Oceans

John Kirkpatrick1, Brian Oakley2, Clara Fuchsman1, Sujatha Srinivasan2, James T. Staley2, James W. Murray11School of Oceanography and 2Department of Microbiology

University of Washington, Seattle, WA April, 2005 Abstract #987

AcknowledgementsThanks to Billy Brazelton for all of his advice; and also to Mark Rider and Audrey Harris for their laboratory assistance.This work was funded by NSF Microbial Observatories 0132101 and NSF-IGERT grant DGE-9870713.

Conclusions"Life as we know it" is defined not by 3 dimensions, but by 4. If we as Astrobiologists want to

overcome the inherent scientific difficulty of being in one place at one time, one way to start is by thinking about not only other places, but other times. By considering the unusual (yet historically important) environment of the Black Sea, we can gain insight not only into Earth's past but also on the variety of forms and functions that life takes. Here we have presented the results of a first-pass assessment of the microbes living in the Black Sea. Among other observations, we can say that:• There is a very large amount of diversity in the phylum Planctomycetes; more unknown

bacteria in this location, in fact, than previously known and characterized worldwide.• The Planctomycetes of some depths (such as σ = 15.7, 15.8) appear to be dominated by

a few strains, possibly due to the favorability of the anammox reaction in certain chemoclines.

• A few strains of Planctomycetes are ubiquitous throughout the suboxic zone. This includes one type of bacteria, previously unknown, which grows in inorganic anammox enrichment media.

• There appears to be increased diversity at the bottom of the suboxic zone; we hypothesize that there might be a correlation to the viability of S-based metabolisms at those depths.

Now that we have gathered essential 16S rDNA data on various depths of the Black Sea, along with fresh samples, we can attempt to answer questions raised by our previous work. These include: What are the dominant species? We are working on Fluorescent In-Situ Hybridization

(FISH) techniques to identify and count specific strains of bacteria. How active are these bacteria? We have incubated and collected samples spiked with

14C-bicarbonate in order to measure rates of chemosynthesis. Which species or groups are primary producers? We have collected samples for a

combined 14C and FISH analysis to determine which kinds of bacteria are fixing carbon. What are the bacteria doing? We have many samples growing in selective cultures,

including those for anammox, heterotrophic denitrification, thiodentrification, and sulfite reduction, amongst others.

The R/V Endeavor. Additional samples collected 3/26/05-4/5/05.

15.9_JK460

15.9_JK312

15.9_JK420

15.9_JK445

15.9_JK461

15.9_JK417

15.9_JK500

15.9_JK485

15.9_JK448

15.9_JK487

15.9_JK415

15.9_JK416

15.9_JK52215.9_JK512

15.9_JK440

15.9_JK50115.9_JK454

15.9_JK44115.9_JK519

15.9_JK34315.9_JK409

15.9_JK45015.9_JK412

15.9_JK506

15.9_JK41915.9_JK442

15.9_JK451

10%

Aquifex

Pirellula staleyi

Pirellula

Planctomyces sp.

"Scalindua wagneri""Scalindua brodae"

Anammox enrichment

15.7_JK742

IsosphaeraGemmata

"Kuenenia stuttgartiensis""Brocadia anammoxidans"

"Scalindua sorokinii"

15.5_BO83615.5_BO597

15.5_BO704

15.5_BO720

15.5_BO703

15.5_BO681

15.5_BO699

15.5_BO719

15.5_BO694

15.5_BO684

15.5_BO698

15.5_BO72615.5_BO715

15.5_BO708

15.5_BO577

15.8_JK613

15.8_JK63615.8_JK630

15.8_JK530

15.8_JK638

15.8_JK523

15.8_JK599

15.8_JK602

15.8_JK617

15.8_JK619

15.8_JK618

15.8_JK59315.8_JK600

15.7_JK728

15.7_JK77615.7_JK697

15.7_JK727

15.7_JK735

15.7_JK707

15.7_JK721

15.7_JK791

15.7_JK701

15.7_JK76715.7_JK789

15.7_JK709

15.7_JK739

15.6_JK832

15.6_JK803

15.6_JK871

15.6_JK852

15.6_JK800

15.6_JK808

15.6_JK854

15.6_JK843

15.6_JK826

15.6_JK846

15.6_JK83115.6_JK798

15.6_JK833

15.6_JK858

16.0_JK236

16.0_JK219

16.0_JK94f

16.0_JK235

16.0_JK221

16.0_JK211

16.0_JK238

16.0_JK81f

16.0_JK215

16.0_JK207

16.0_JK206

16.0_JK245

16.0_JK247

16.0_JK241

16.0_JK79

16.0_JK212

16.0_JK97 16.0_JK217

16.0_JK10116.0_JK189

16.0_JK201

16.0_JK83f16.0_JK102

100

89

80

94

77

74

100

99100

87

98

88

79

100

96

99

100

100

98

100

100

100

100

92

100

100

100

75

75

100

100 100

86

100

100

100

76

100

97

73

71

100

100

100

100

100

74

96

97

95

70

74

100

70

100

97

100

75

96

100100

100

100

88

100

100100

100

100100

Density (depth) dependence:

σ = 15.5

σ = 15.6

σ = 15.7

σ = 15.8

σ = 15.9

σ = 16.0

(Reference)

Pirelulla-like sequences: found at all depths

Highly divergent group, typically found at the base of the suboxic zone.

Unknown group, showing some genera-level specificity to different densities

Fig. 3: Black Sea Planctomycetes Diversity. DNA Samples from various density layers were amplified with Planctomycetes-specific primers (58f and 926r), and the entire insert sequenced. This phylogenetic tree, comparing our samples versus known Planctomycetes, indicate a plethora of uncharacterized bacteria.

Fig. 4: While anammox-type sequences were detectable at all of the mid- and lower-depths, they dominated clone libraries at σθ = 15.8. This seems odd, because the anammox reaction requires NH4

+, which approaches zero at σθ = 16.0.

10%

Aquifex

"Scalindua wagneri"

Pirellula staleyi Pirellula

Planctomyces sp.

"Scalindua brodae""Scalindua sorokinii"

"Brocadia anammoxidans""Kuenenia stuttgartiensis"

Anammox enrichment

Gemmata Isosphaera

15.8_JK530

15.8_JK613

15.8_JK636

15.8_JK635

15.8_JK52415.8_JK61015.8_JK590

15.8_JK63015.8_JK586

15.8_JK62215.8_JK588

15.8_JK629

15.8_JK639

15.8_JK593

15.8_JK599

15.8_JK620

15.8_JK632

15.8_JK611

15.8_JK597

15.8_JK594

15.8_JK62415.8_JK616

15.8_JK62515.8_JK528

15.8_JK58415.8_JK587

15.8_JK60915.8_JK58315.8_JK59815.8_JK614

15.8_JK61515.8_JK529

15.8_JK63315.8_JK626

15.8_JK65715.8_JK634

15.8_JK63815.8_JK618

15.8_JK59115.8_JK595

15.8_JK619

15.8_JK60815.8_JK602

15.8_JK60015.8_JK596

15.8_JK61715.8_JK523

100

10083

9099

93

99

100

10090

100

78

86

100

75

100

100

78

100

98

Identified anammox and similar sequences

15.5

15.6

15.7

15.8

15.9

16.0

0.2 0.4 0.6 0.8

H' / H'max

Dens

ity, σ

Fig. 5: Varying levels of diversity. This figure shows a diversity index (Shannon-Weaver, normalized for all depths by dividing by H’max); a higher number indicates increased diversity. σ = 15.8, shown above, is dominated by the anammox phylotype and has low diversity. At deeper density interfaces, approaching the bottom of the suboxic zone and the onset of sulfide, Planctomycete diversity increases dramatically. Further investigation will help us determine what sort of N and / or S metabolisms are related to these various groups of bacteria. (Note that these results are PCR based, and so may reflect the biases of that technique. Samples have all been screened for chimeras using Bellerophon [see Huber et al., 2004] and also RDP’s Chimera Check.)

Project Outline As we are striving to better understand the different forms life has taken on Earth, we are particularly interested in metabolic diversity. Since N- and S-based chemistry have a wide variety of life-supporting reactions, we focused on a part of the Black Sea where there is a large potential for “atypical” biogeochemistry. This is the suboxic zone (cf. figure 2), a redoxcline spanning 10s of meters which is deficient in both oxygen and sulfide. Amongst others, anaerobic ammonium oxidizing (anammox) bacteria are known to exist here; these chemoautotrophs which can release significant amounts of N2 gas (cf. figure 3). Samples collected in 2003 on the R/V Knorr were analyzed to yield depth-specific information on the chemistry and microbiology of the water column. In order to characterize the microbial community, and relate it to the chemistry of the system, we have utilized both culture-independent and culture-based techniques. DNA extraction, cloning, and sequencing has given us the basic distributions and diversity of numerous bacteria. Here we have used specific primers (58f and 926r) to focus on the Planctomycetes, an unusual bacterial phylum characterized by intracellular membranes, a complete lack of peptidoglycan, and a diverse distribution. The results of these molecular studies are summarized in figures 4-6. Enrichment cultures, designed to select for different metabolisms based on the media composition, have also yielded some successes. Among these is anammox enrichment medium (sterile seawater with NH4

+ and NO2-) which has produced an unknown strain of

Planctomycetes (cf. figures 4,5).

Fig. 3: Chemical gradients and the suboxic zone

Anammox bacteria are known to live in the suboxic zone, and survive autotrophically by producing N2 gas. We are attempting to understand their importance in the complex

interplay of various N species (and their isotopes). The relevant reaction is:Anammox Reaction: NH4

+ + NO2- N2(g) + H2O

This graph shows the various chemical distributions around the suboxic zone. Ammonium is produced at depth and is consumed (along with nitrate) in the suboxic zone; both reach negligible values around σθ = 16.0. This depth corresponds to an N2 gas maximum, relative to saturation. Nitrite shows a more complex profile, with maxima at σθ = 15.0 and 15.9. The suboxic zone is shaded (cf. figure 2). Note the relative scale bars.

0 10 20 30 40

NH4+

16.8

16.4

16

15.6

15.2

14.8

14.4

14

13.6

dens

ity, σ

(dep

th p

roxy

)

0 1 2 3 4

NO3- M0 0.1 0.2 0.3 0.4

NO2-

1 1.005 1.01 1.015 1.02N2/Ar Sample/Saturation Ratio

NH4+

NO3-

NO2-

N2/Ar Sample/Saturation Ratio

Black Sea Central Gyre

Suboxic zone

Abstract Earth's oceans would have appeared foreign to the modern observer for much of our planet's history, as evidence shows that the oceans had oxic surface and anoxic deep layers from approximately 2 to 0.5 billion years ago (cf. Canfield, 1998; Anbar and Knoll, 2002). This is much like the current Black Sea, the world's largest anoxic basin. We are investigating the anaerobic bacterial communities of the Black Sea in order to better understand the ancient oceans. We are particularly interested in novel metabolisms, such as anaerobic ammonium oxidizing (anammox) bacteria, chemoautotrophs which can produce significant amounts of N2 gas. Using samples collected from various depth horizons focused on the suboxic zone, we have constructed and sequenced 16S rDNA clone libraries using Planctomycetes-specific primers. This has allowed us to look at diversity within the Planctomycetes group, with several interesting results.

•There are multiple unknown groups, many of which are highly divergent from known Planctomycetes.•One group of 16S rDNA environmental sequences (detected only with Planctomycetes primers) branches separately from known groups and is also found growing in a selective culture for anammox bacteria. •In addition, there are several other environmental sequences similar to known anammox bacteria. •The upper depths of the suboxic zone have a relatively low diversity, with the “basement” of the zone hosting a complex array of different groups. This coincides with the potential for various S-based metabolisms.

Altogether, this raises interesting questions about the genetic diversity and metabolism of the Planctomycetes in general and anammox bacteria in particular. It also leads us to believe that there is much yet unknown about the composition of early marine microbial communities, as well as their interactions with and contributions to the planetary environment.

ReferencesAnbar, A. D. , and A. H. Knoll. Proterozoic Ocean Chemistry and Evolution: A Bioinorganic Bridge? Science 297, 1137-1142 (2002).Canfield, D.E. A new model for Proterozoic ocean chemistry. Nature 396, 450-453 (1998).Huber, T. , G. Faulkner and P. Hugenholtz. Bellerophon; a program to detect chimeric sequences in multiple sequence alignments. Bioinformatics 20 2317-2319 (2004).