Prochlorococcus and Climate Change: Difference between revisions

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[[Image:Prochlorococcus marinus 2.jpg|thumb|300px|right|This image depicts a Transmission Electron Microscopy image of <I>Prochlorococcus</i> marinus with green coloring. The photo credit for this image belongs to Luke Thompson from Chisholm Lab and Nikki Watson from Whitehead, MIT (2007).]]
[[Image:Prochlorococcus marinus 2.jpg|thumb|450px|right|This image depicts a Transmission Electron Microscopy image of <I>Prochlorococcus</i> marinus with green coloring. The photo credit for this image belongs to Luke Thompson from Chisholm Lab and Nikki Watson from Whitehead, [https://www.flickr.com/photos/prochlorococcus/33750937901/ MIT (2007)].]]
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==What are <i>Prochlorococcus</i>?==
==What are <i>Prochlorococcus</i>?==
Prochlorococcus is a gram negative, coccus bacteria species in the genus cyanobacteria. Prochlorococcus is an aquatic autotroph, found throughout the planet's oceans.<ref name=ab> [https://doi.org/10.1038/nrmicro3378] </ref> Earth’s oxygen-rich atmosphere is the result of Cyanobacteria and their mass amounts of photosynthesis. Specifically, Prochlorococcus is one of the most abundant autotrophic bacteria in the planet’s oceans (Biller et al. 2015). Prochlorococcus can number up to 70,000 cells in a milliliter of ocean water (Campbell et al. 1998). These vast quantities produce a significant percentage of Earth’s entire photosynthetic output and up to 79 percent of the North Atlantic Ocean’s entire primary production (Biller et al. 2015) (Li 1994). As a result of their large photosynthetic potential, they are a key organism in the fight against climate change and the sequestration of atmospheric carbon. Prochlorococcus uptake more carbon dioxide to undergo photosynthesis than they use up in respiration, creating a stock of carbon inside each organism (Li 1994). When Prochlorococcus dies, it sinks to the bottom of the ocean and is buried, eventually forming oil in what is known as the ocean biological pump (Resplandy et al. 2019). In this way, Prochlorococcus serve as a sink for atmospheric carbon and have an impact on climate change.
<i>Prochlorococcus</i> is a gram negative, coccus bacteria species in the genus cyanobacteria. It is an aquatic autotroph, found throughout the planet's oceans.<ref name=aa> [https://www.nature.com/articles/nrmicro3378 Biller, S., Berube, P., Lindell, D. et al. "Prochlorococcus: the structure and function of collective diversity." Nature Review Microbiology 13, 13:27] </ref> Earth’s oxygen-rich atmosphere is the result of Cyanobacteria and their extensive amount of photosynthesis. Specifically, <i>Prochlorococcus</i> is one of the most abundant autotrophic bacteria in the planet’s oceans.<ref name=aa/> <i>Prochlorococcus</i> can number up to 70,000 cells in a milliliter of ocean water.<ref name=ab>[https://www.sciencedirect.com/science/article/pii/S0967064598000721 Campbell L, Landry MR, Constantinou J, Nolla HA, Brown SL, Liu H, Caron DA. "Response of microbial community structure to environmental forcing in the Arabian Sea." Deep-Sea Res II 45: 2301–2325] </ref> These vast quantities produce a significant percentage of Earth’s entire photosynthetic output and up to 79 percent of the North Atlantic Ocean’s entire primary production of organic chemical energy.<ref name=aa/> <ref name=ac>  [https://aslopubs.onlinelibrary.wiley.com/doi/pdfdirect/10.4319/lo.1994.39.1.0169 Li WKW (1994). "Primary production of prochlorophytes, cyanobacteria, and eukaryotic ultraphytoplankton: measurements from flow cytometric sorting." Limnol Oceanogr 39: 169–175] </ref> As a result of their large photosynthetic potential, they are a key organism in the fight against climate change and the sequestration of atmospheric carbon. <i>Prochlorococcus</i> uptake more carbon dioxide to undergo photosynthesis than they use up in respiration, creating a stock of carbon inside each organism.<ref name=ac/> When <i>Prochlorococcus</i> die, they sink to the bottom of the ocean and are buried, eventually forming oil in what is known as the ocean biological pump, a transfer of organic carbon in the hydrosphere to the geosphere.<ref name=ad>  [https://agupubs.onlinelibrary.wiley.com/doi/10.1029/2018GB006125 Resplandy, L.,  Lévy, M., &  McGillicuddy, D. J. Jr. (2019). Effects of eddy-driven subduction on ocean biological carbon pump. Global Biogeochemical Cycles, 33, 1071– 1084] </ref> In this way, <i>Prochlorococcus</i> serve as a sink for atmospheric carbon and have a positive impact on climate change.


==The Effect of Climate Change on <i>Prochlorococcus</i>==
==The Effect of Climate Change on <i>Prochlorococcus</i>==
<b>How does climate change influence the number and efficacy of <i>Prochlorococcus</i> microbes throughout the planet's oceans?</b><br>
<b>How does climate change influence the number and efficacy of <i>Prochlorococcus</i> microbes throughout the planet's oceans?</b><br>
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Include some current research, with at least one figure showing data.<br>
Anthropogenic change is affecting the planet in many ways, most of them unanticipated by scientists. Since <i>Prochlorococcus</i> is one of the most abundant sinks of atmospheric carbon dioxide, modeling how it is affected by planetary changes can predict unanticipated environmental changes. A decrease in <i>Prochlorococcus</i> and other autotrophic microbes could result in a larger than expected build-up of greenhouse gasses as a result of these photosynthetic organisms’ carbon sequestration potential. Greenhouse gas build-up, the main cause of global warming, is an essential factor in ecological dynamics across the planet. While <i>Prochlorococcus</i> has evolved for photosynthesis in environments with various different light availability and depths, the rate of anthropogenic change far outpaces <i>Prochlorococcus</i>’ evolution. Various human changes have different effects on <i>Prochlorococcus</i>; they are projected to both increase and decrease the productivity of <i>Prochlorococcus</i> in the Atlantic Ocean.
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[[Image:Pnas.1307701110fig03.jpeg|thumb|400px|right|This image shows the projected change of <i>Prochlorococcus</i> and <I>Synechococcus</I> abundance and global distribution in the year 2100. This image is Figure 3 from [https://www.flickr.com/photos/prochlorococcus/33750937901/ Flombaum et al. 2013].]]
===Decrease in <i>Prochlorococcus</i> Functionality===
Rapid global change is expected to decrease some aspects of <i>Prochlorococcus</i> functionality in the environment. The increase of atmospheric carbon dioxide can actually increase the vulnerability of <i>Prochlorococcus</i> to oxygen.<ref name=ae>  [https://www.nature.com/articles/ismej2017189 Hennon, G., Morris, J., Haley, S. et al.(2018) "The impact of elevated CO2 on Prochlorococcus and microbial interactions with ‘helper’ bacterium Alteromonas." ISME J 12, 520–531] </ref> While carbon dioxide is a reactant of photosynthesis and is commonly seen as a mechanism for increased phototrophic production, an increased carbon dioxide concentration can alter <i>Prochlorococcus</i>’ metabolism and microbial interactions with Alteromonas.<ref name=ae/> These shifts, a result of ocean acidification related to carbon dioxide levels, could eventually lead to oxidative stress. While oxygen is essential for cellular respiration, it is toxic to many cellular components due to its redox potential. Oxidative stress would lead to an overall decrease in <i>Prochlorococcus</i> productivity, meaning less carbon sequestration and a significant increase in global temperatures.<br>
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In addition to oxidative stress, <i>Prochlorococcus</i> functionality is also reduced by human produced plastic litter in the ocean.<ref name=af>  [https://www.nature.com/articles/s42003-019-0410-x Tetu, S.G., Sarker, I., Schrameyer, V. et al. (2019) "Plastic leachates impair growth and oxygen production in Prochlorococcus, the ocean’s most abundant photosynthetic bacteria." Commun Biol 2, 184.] </ref> Plastic bags made out of high-density polyethylene (HDPE) and other plastics made out of polyvinyl chloride (PVC) degrade to plastic leachates in the ocean.<ref name=af/>  The leachates, present in the marine ecosystem, directly affect the microbial communities around them. Concentration increases in plastic leachates cause decreased levels of photosynthesis in <i>Prochlorococcus</i>.<ref name=af/> The higher the concentration of plastics, the less oxygen is produced and the less carbon dioxide is taken up by <i>Prochlorococcus</i>. This decreased <i>Prochlorococcus</i> productivity has large implications on the amount of global photosynthesis and atmospheric carbon dioxide. Exposure to plastic leachates also decreases the growth rate of <i>Prochlorococcus</i>.<ref name=af/> Plastic pollution not only impairs photosynthesis in <i>Prochlorococcus</i>, but it also decreases the growth rate, leading to a smaller population size of cells and a further decrease in primary production. Anthropogenic change such as plastic pollution and high atmospheric carbon dioxide result in lower primary production levels of the most abundant aquatic phototroph.<br>
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===Increase in Range and Population Size===
While some aspects of anthropogenic disturbance decrease the functionality of <i>Prochlorococcus</i>, others are shown to increase <i>Prochlorococcus</i>’ range and population size. In accordance with models of projected global warming from the Intergovernmental Program on Climate Change, the <i>Prochlorococcus</i> population is projected to increase by over 40% in a high emission scenario,  25% in a medium emission scenario, and 20% in a low emission scenario.<ref name=ag>  [https://aslopubs.onlinelibrary.wiley.com/doi/full/10.1002/lno.11951 Flombaum, P. and Martiny, A. (2021) "Diverse but uncertain responses of picophytoplankton lineages to future climate change." Limnology and Oceanography 66, 4171-4181.] </ref> The rising surface temperature creates more habitable space for <i>Prochlorococcus</i> across the Earth’s oceans.<ref name=ag/> However, ecological interactions are difficult to predict due to the large amount of unknown factors that could be at play.<ref name=ag/> Despite this relative uncertainty, a new ecological niche model designed to predict the effects of climate change on oceanic phototrophs predicted that <i>Prochlorococcus</i> would increase in population size and ecosystem niche dominance, confirming the increase in population size.<ref name=ah>  [https://www.sciencedirect.com/science/article/pii/S0043135419308449?via%3Dihub Xiao, W., Laws, E. , Xie, Y., Wang, L., Liu, X., Chen, J., Chen, B., and Huang B., (2019) “Responses of marine phytoplankton communities to environmental changes: New insights from a niche classification scheme,” Water Research, Volume 166.] </ref> As a result, a larger population size leads to more primary production and more carbon sequestration. <br>
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===Microbe Interaction===
Anthropogenic change is predicted to shift <i>Prochlorococcus</i>’ microbial interactions in its surrounding ecosystem. Other oceanic bacteria are also affected by human change, creating a novel dynamic ecosystem. <ref name=ai>  [https://onlinelibrary.wiley.com/doi/10.1111/j.1529-8817.2007.00355.x Fu, F.-X., Warner, M.E., Zhang, Y., Feng, Y. and Hutchins, D.A. (2007). “Effects of Increased Temperature and CO2 On Photosynthesis, Growth, and Elemental Ratios in Marine <i>Synechococcus</i> and <i>Prochlorococcus</i> (Cyanobacteria).” Journal of Phycology, 43: 485-496.] </ref> Increasing temperatures and atmospheric carbon dioxide from global warming are projected to affect strains of autotrophic microbes differently.<ref name=ai/> While <i>Prochlorococcus</i> is projected to display some increased population size due to human change, <i>Synechococcus</i> is modeled to be even better suited to the changing climate.<ref name=ai/> This shift in niche dominance would alter the microbial community dynamics, potentially decreasing the prominence in <i>Prochlorococcus</i> in the ocean. While Prochlorococcus may be outcompeted in the future by <i>Synechococcus</i>, both of these bacteria are oceanic phototrophs, taking up carbon dioxide and releasing oxygen back into the atmosphere. While these interactions are projected to fit the changing environmental conditions, ecosystem modeling has a high degree of error because it must overlook many variables that could be essential to the ecosystem.<br>
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Every point of information REQUIRES CITATION using the citation tool shown above.
 
===Conclusion===
Widespread anthropogenic change is currently occurring across the planet today, altering the temperature, species dynamics, and ecosystems of almost all life on Earth. <i>Prochlorococcus</i>  the oceanic autotroph that is responsible for almost all of the primary production in the planet's oceans, is also experiencing anthropogenic change.<ref name=aa/> This primary production of <i>Prochlorococcus</i> provides an essential carbon sink for the planet, potentially altering the trajectory of global climate change. Some aspects of anthropogenic change, including plastic leachate pollution (PVC and HDPE) and oxidative stress, are projected to decrease <i>Prochlorococcus</i>’ population size and photosynthetic potential.<ref name=af/> These factors would then lead to less primary production in the oceans, less atmospheric carbon dioxide taken up by these microbes, and a compounding effect on greenhouse gasses and climate change. However, fortunately for the planet, the increased surface temperature caused by widespread global warming is actually predicted to increase <i>Prochlorococcus</i>’ range and population size, counteracting some of the negative effects of human change on these microbes.<ref name=ag/> While the increase is beneficial in the fight against climate change, ecosystem dynamics are extremely difficult to predict so this potentially large carbon sink should not be depended upon. An example of how variable ecosystem dynamics can be is seen in the projected competition between <i>Synechococcus</i> and <i>Prochlorococcus</i>. While both of these microbes have a similar impact on climate change, <i>Synechococcus</i> is projected to eventually outcompete <i>Prochlorococcus</i> as the most dominant oceanic autotroph.<ref name=ai/> While many changes are projected to occur in <i>Prochlorococcus</i>’ ecosystem, climate change is projected to have both positive and negative effects on this important microbe.


==<i>Prochlororcoccus’</i> Impact on the Oceans==
==<i>Prochlororcoccus’</i> Impact on the Oceans==
<b>How does <i>Prochlorococcus</i>’ large scale photosynthetic processes affect ocean ecosystems?</b><br>
<b>How does <i>Prochlorococcus</i>’ large scale photosynthetic processes affect ocean ecosystems?</b><br>
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Include some current research, with at least one figure showing data.<br>
Due to <i>Prochlorococcus</i>’ impact on the surrounding ecosystem, large-scale effects on <i>Prochlorococcus</i> as a result of climate change are amplified across the entire ecosystem. Despite <i>Prochlorococcus</i>’ small size, it has an enormous impact on the environment around it. Since <i>Prochlorococcus</i> is a phototroph, it makes up the primary producer base of the food system, sequestering carbon dioxide and converting it into glucose that can be metabolized into energy by heterotrophs. The vitality of the marine ecosystem is largely dependent on autotrophs such as <i>Prochlorococcus</i>. <i>Prochlorococcus</i> impacts the surrounding ecosystem through diverse interspecific interactions, both mutualistic and predatory, as well as through its own intraspecific variation. <br>
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===Interspecific Interactions===
Interspecific interactions are the building blocks of ecosystems, contributing strongly to population dynamics, biodiversity, and species distribution.<ref name=aj>  [https://www.jstor.org/stable/42712925 Ovaskainen, O., Skorokhodova, S., Yakovleva, M., Sukhov, A., Kutenkov, A., Kutenkova, N., Shcherbakov, A., Meyke, E., & del Mar Delgado, M. (2013). “Community-level phenological response to climate change.” Proceedings of the National Academy of Sciences of the United States of America, 110(33), 13434–13439.] </ref> <i>Prochlorococcus</i> is at the base of the trophic cascade, meaning that it is often preyed upon by oceanic heterotrophs. One such interaction occurs between <i>Prochlorococcus</i> and zooplankton.<ref name=ak> [https://www.pnas.org/doi/full/10.1073/pnas.2110993118 Follett, C., Dutkiewicz, S., Ribalet, F. et al. (2022). “Trophic interactions with heterotrophic bacteria limit the range of <i>Prochlorococcus</i>.” Earth, Atmospheric, and Planetary Sciences, Vol. 119, No. 2.] </ref> While <i>Prochlorococcus</i> is often found nearer to the equator than the poles,  it is predicted that climate change will expand its viable range and increase its population size.<ref name=ag/> However, the predatory relationship with zooplankton has been modeled to constrict the range of <i>Prochlorococcus</i>.<ref name=ak/> This community dynamic has complex consequences on the future of <i>Prochlorococcus</i> and the entire oceanic ecosystem. If <i>Prochlorococcus</i>’ range is constricted based on predation and not surface temperature, as was previously predicted, then global warming would not increase the number of <i>Prochlorococcus</i> and primary production would not increase in the oceans.<ref name=ak/> <br>
[[Image:Pnas.2110993118fig05.jpg|thumb|550px|left|This image shows cell abundance of <i>Prochlorococcus</I> in relation to predatory heterotrophic bacteria sampled from the North Pacific Ocean. This image is figure 5 from [https://www.pnas.org/doi/abs/10.1073/pnas.2110993118/ Follett et al. 2022].]]
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In addition, <i>Prochlorococcus</i> influences the ecosystem by forming mutualistic relationships with oceanic heterotrophs. While <i>Prochlorococcus</i> uses the carbon they sequester through photosynthesis to produce glucose and undergo respiration, <i>Prochlorococcus</i> sequester more carbon than they actually need.<ref name=al> [https://journals.asm.org/doi/10.1128/mSystems.00254-18 Szul, M., Dearth, S., Campagna, S., Zinser, E. (2019). “Carbon Fate and Flux in <i>Prochlorococcus</I> under Nitrogen Limitation.” American Society for Microbiology, Vol. 4, Issue 1.] </ref> <i>Prochlorococcus</i> have the tendency to release some of their extra carbon into their surroundings (from 9 to 24% of their total sequestered carbon), especially when exposed to nitrogen and other nutrient limited environments.<ref name=al/> <ref name=am> [https://hal.sorbonne-universite.fr/hal-03219065/document Bertilsson, S., Berglund, O., Pullin, M., Chisholm, S. (2005). “Release of Dissolved Organic Matter by <i>Prochlorococcus</I>” Vie et Milieu / Life & Environment, 2005, pp.225-231.] </ref> Some of the excreted carbon, mainly carboxylic acids, is attractive to oceanic heterotrophs. <ref name=am/> <i>Prochlorococcus</i> and the organic carbon it releases can form a community of dependent heterotrophs, increasing biodiversity and demonstrating the importance of <i>Prochlorococcus</i> in the oceanic ecosystems.<ref name=am/> <i>Prochlorococcus</i> has a large impact on the ecosystem around it, putting it at risk for large disruptions if <i>Prochlorococcus</i> is dramatically affected by climate change. <br>
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===Intraspecific Variation===
<i>Prochlorococcus</i> is present throughout the planet's oceans, in many different ecosystems. As a result of its ecosystem variation, <i>Prochlorococcus</i> has evolved different strains suited to fill many specific niches.<ref name=aa/> In fact, while these strains are still <i>Prochlorococcus</i>, they contain streamlined genomes that differ from each other.<ref name=aa/> These strains, such as MED4, a strain adapted to high light intensities and found in the upper levels of the ocean, and MIT9313, a low light strain found deeper in the oceans, serve different ecosystem functions.<ref name=an> [https://www.nature.com/articles/ismej20111 Sher, D., Thompson, J., Kashtan, N. et al. (2011). "Response of Prochlorococcus ecotypes to co-culture with diverse marine bacteria." ISME J 5, 1125–1132.] </ref> As a result of MIT9313 being adapted to low light levels, it forms greater mutualistic relationships with heterotrophic bacteria than the high-light adapted MED4.<ref name=an/> The ecological differences between <i>Prochlorococcus</i> strains is important for ecosystem health, especially when considering the future impacts of climate change. <i>Prochlorococcus</i> strains respond differently to changes in temperature, light availability, and oceanic currents.<ref name=ao> [https://www.nature.com/articles/ismej201060 Malmstrom, R., Coe, A., Kettler, G. et al. (2010). "Temporal dynamics of Prochlorococcus ecotypes in the Atlantic and Pacific oceans." ISME J 4, 1252–1264.] </ref> A large change in these variables, like what is predicted for climate change could result in a shift in <i>Prochlorococcus</i> ecotype prevalence, disturbing ecological relationships and the surrounding ecosystem. <br>
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===Conclusion===
Overall, <i>Prochlorococcus</i> is responsible for a large part of oceanic ecosystem dynamics due to their relationships with other microbes and their intraspecies variation. <i>Prochlorococcus</i>’ ability to photosynthesize makes them a base of the ocean’s ecosystem; they are essential in order for other ocean life to survive. While currently their ecological relationships act as a stabilizing force in the oceans, they are dependent on abiotic factors. The main abiotic factors that <i>Prochlorococcus</i> ecology is dependent on, temperature, light, and currents, are predicted to change dramatically through climate change. This dramatic change could potentially disrupt many of <i>Prochlorococcus</i>’ relationships, causing large scale change across the oceans.


==<i>Prochlororcoccus’</i> Effect on the Changing Planet==
==<i>Prochlororcoccus’</i> Impact on the Changing Planet==
<b>Does <i>Prochlorococcus</i> have a direct impact on the planet’s atmosphere and the process of climate change?</b><br>
<b>Does <i>Prochlorococcus</i> have a direct impact on the planet’s atmosphere and the process of climate change?</b><br>
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Include some current research, with at least one figure showing data.<br>
Anthropogenic climate change is threatening the world. The buildup of greenhouse gasses, such as carbon dioxide, in the atmosphere warms the planet, melts glaciers and ice sheets, and threatens global biodiversity.<ref name=ap>  [https://doi.org/10.1016/j.scitotenv.2020.137782 Weiskopf, S., Rubenstein, M., Crozier, L., Gaichas, S., Griffis, R., Halofsky, J., Hyde, K., Morelli, T., Morisette, J., Muñoz, R., Pershing, A., Peterson, D., Poudel, R., Staudinger, M., Sutton-Grier, A., Thompson, L., Vose, J., Weltzin, J., and Whyte, K. (2020) “Climate change effects on biodiversity, ecosystems, ecosystem services, and natural resource management in the United States”. Science of The Total Environment, Volume 733,137782,ISSN 0048-9697.]</ref>  All of these environmental changes dramatically shift ecosystem and biological interactions.<ref name=ap/>  As these effects of climate change worsen, scientists struggle to develop human-induced solutions. <i>Prochlorococcus</i>, the most abundant oceanic phototroph, undergoes a significant amount of the planet’s primary production.<ref name=aa/>  If <i>Prochlorococcus</i>’ primary production could be increased further, it would become an even bigger sink of carbon dioxide and potentially ameliorate some of the effects of climate change. Due to <i>Prochlorococcus</i>’ mitigation potential, scientists have researched its ability to sequester carbon naturally and through human-induced techniques.<br>
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===Natural Effects===
Climate change is predicted to cause large scale shifts throughout the planet’s oceans. A decreased amount of available marine nutrients is projected to be one of these changes.<ref name=aq>  [https://aslopubs.onlinelibrary.wiley.com/doi/10.1002/lno.12029 Martiny, A.C., Hagstrom, G.I., DeVries, T., Letscher, R.T., Britten, G.L., Garcia, C.A., Galbraith, E., Karl, D., Levin, S.A., Lomas, M.W., Moreno, A.R., Talmy, D., Wang, W. and Matsumoto, K. (2022), "Marine phytoplankton resilience may moderate oligotrophic ecosystem responses and biogeochemical feedbacks to climate change." Limnol Oceanogr, 67: S378-S389.] </ref> While the reduced levels of nutrients in the oceans would harm many organisms, <i>Prochlorococcus</i> is predicted to be relatively resistant to these low levels in this scenario.<ref name=aq/> While resilience would not increase the amount of carbon sequestration and lessen the effects of climate change, resilience would stabilize sequestration at an even rate.<ref name=aq/> The base level rates of <i>Prochlorococcus</i> primary production are very large. As a result, losing the carbon sink would be potentially devastating for the climate.
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===Human-Induced Effects===
[[Image:POC Flux Fe.png|thumb|550px|right|TThis image depicts the influx and outflow of particulate organic carbon (POC) of ocean water with microbial phototrophs when exposed to marine iron fertilization. This image is Figure 2 in [https://www.jstor.org/stable/3836664/ Buesseler et al. 2004].]]
Due to the looming threat of climate change, scientists and engineers have discussed techniques to facilitate greater marine carbon sequestration. One of these techniques aims at creating a cyanobacteria bloom in the ocean, dramatically increasing the population size of <i>Prochlorococcus</i> and other autotrophic microbes. The population boom would be designed to absorb as much carbon as possible.<ref name=ar>  [http://www.jstor.org/stable/3836664 Buesseler, Ken O., et al. (2004) “The Effects of Iron Fertilization on Carbon Sequestration in the Southern Ocean.” Science, vol. 304, no. 5669, pp. 414–17.] </ref> This technique intentionally dumps large amounts of iron (Fe) into the oceans.<ref name=ar/> <i>Prochlorococcus</i> and other cyanobacteria need iron in order to complete photosynthesis and the ocean has very limited natural quantities of iron.<ref name=as>  [https://www.nature.com/articles/ismej2014123 Jiang HB, Lou WJ, Ke WT, Song WY, Price NM, Qiu BS. (2014) "New insights into iron acquisition by cyanobacteria: an essential role for ExbB-ExbD complex in inorganic iron uptake." ISME J;9(2):297-309.] </ref> While this process would increase the amount of marine primary production, it would also have massive, potentially disastrous impacts on oceanic ecosystems. Iron fertilization works in theory, yet its potential consequences outweigh the benefits. In addition to iron dumping, scientists have attempted to genetically modify <i>Prochlorococcus</i> and other cyanobacteria to undergo greater rates of photosynthesis.<ref name=at>  [https://www.microbiologyresearch.org/content/journal/acmi/10.1099/acmi.0.000107 Laurenceau R, Bliem C, Osburne MS, Becker JW, Biller SJ, Cubillos-Ruiz A, Chisholm SW. (2020) "Toward a genetic system in the marine cyanobacterium Prochlorococcus." Access Microbiol;2(4).] </ref> However, despite their efforts, <i>Prochlorococcus</i> resisted the genetic modification.<ref name=at/> Overall, current human ingenuity is largely ineffective at increasing the carbon sequestration potential of <i>Prochlorococcus</I>.<br>
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===Conclusion===
While there are projected to be increases in <i>Prochlorococcus</I> population size, the negative effects of increased atmospheric carbon dioxide on primary production leave <i>Prochlorococcus</I>’ potential for climate change mitigation as relatively unknown.<ref name=ae/><ref name=ag/> However, despite the uncertainty, <i>Prochlorococcus</I> is a resilient bacteria that has various strains adapted to many different environments, possibly able to withstand many of the effects of climate change.<ref name=aq/> Unfortunately, human ingenuity (in the forms of genetic engineering and ecosystem management) has thus far not resulted in any safe techniques to increase <i>Prochlorococcus</I>’ carbon sequestration.<ref name=ar/><ref name=at/> Therefore, while <i>Prochlorococcus</I> is the most abundant phototroph in the oceans, it does not provide a solution to the planet’s growing threat of climate change.


==Conclusion==
==Conclusion==
<I>Prochlorococcus</I> bacteria is one of the most common bacteria species present in the planet’s oceans.<ref name=aa/> As a result of its vast population size, <I>Prochlorococcus</I> is responsible for up to 79 percent of the North Atlantic Ocean’s primary production of chemical energy in organic molecules, and a significant portion of planetary primary production.<ref name=aa/><ref name=ac/> In addition to being one of the most widespread oceanic bacteria, <I>Prochlorococcus</I> interacts with many other microbes present in the ecosystem around it. From forming mutualistic relationships with microbes such as Alteromonas to being preyed upon by zooplankton, <I>Prochlorococcus</I> bacteria are the base phototroph in the ecosystems around them.<ref name=ae/><ref name=ak/> However, with the introduction of anthropogenic change, many species (including <I>Prochlorococcus</I>) are being threatened by altered environments and interactions.<br>
<br>
Despite <I>Prochlorococcus</I>’ relative resilience to some effects of climate change (such as limited nutrient availability), other environmental changes are predicted to reshape the way <I>Prochlorococcus</I> functions.<ref name=aq/> Humans releasing carbon dioxide into the environment not only warms the planet through the greenhouse effect, but also has a direct impact on <I>Prochlorococcus</I>. Despite carbon dioxide being a reactant for photosynthesis, its role in ocean acidification alters the metabolism of <I>Prochlorococcus</I>, putting it at risk for oxygen stress and decreased photosynthetic activity.<ref name=ae/> Plastic leachate pollution is also a direct inhibitor to <I>Prochlorococcus</I>’ primary production.<ref name=af/> However, while some factors caused by climate change decrease <I>Prochlorococcus</I>’ photosynthetic activity, other factors (such as increasing global surface temperatures) are modeled to potentially expand <I>Prochlorococcus</I>’ range and population size.<ref name=ag/> As a result of these conflicting effects, there is not a definitive answer as to whether <I>Prochlorococcus</I> will be negatively affected, positively affected, or show no effect of climate change. <br>
<br>
Since <I>Prochlorococcus</I> shows both positive and negative effects in response to climate change, it can not be relied upon for consistent primary production and carbon sequestration. While a large increase in <I>Prochlorococcus</I> primary production would potentially ameliorate some of the effects of planetary change, there is no secure prediction that shows this result is naturally possible. Recognizing the importance of <I>Prochlorococcus</I>, scientists have studied ways to increase its primary production. Two main forms of these climate engineering techniques are marine iron dumping and genetic modification.<ref name=ar/><ref name=at/> Unfortunately, both techniques are either unsafe or unsuccessful in increasing <I>Prochlorococcus</I> primary production. Therefore, as the planet faces the threat of climate change, <I>Prochlorococcus</I> should not be relied upon for a large amount of carbon sequestration. Instead, solutions for increasing concentrations of atmospheric carbon dioxide should target the sources of climate change, such as limiting carbon dioxide emissions.


==References==
==References==
<references />
<references />
<br><br>Authored for BIOL 238 Microbiology, taught by [https://biology.kenyon.edu/slonc/slonc.htm Joan Slonczewski], 2023, [http://www.kenyon.edu/index.xml Kenyon College]
<br><br>Authored for BIOL 238 Microbiology, taught by [https://biology.kenyon.edu/slonc/slonc.htm Joan Slonczewski], 2023, [http://www.kenyon.edu/index.xml Kenyon College]

Latest revision as of 02:16, 17 April 2023

This image depicts a Transmission Electron Microscopy image of Prochlorococcus marinus with green coloring. The photo credit for this image belongs to Luke Thompson from Chisholm Lab and Nikki Watson from Whitehead, MIT (2007).

By Zachary Aronson-Paxton

What are Prochlorococcus?

Prochlorococcus is a gram negative, coccus bacteria species in the genus cyanobacteria. It is an aquatic autotroph, found throughout the planet's oceans.[1] Earth’s oxygen-rich atmosphere is the result of Cyanobacteria and their extensive amount of photosynthesis. Specifically, Prochlorococcus is one of the most abundant autotrophic bacteria in the planet’s oceans.[1] Prochlorococcus can number up to 70,000 cells in a milliliter of ocean water.[2] These vast quantities produce a significant percentage of Earth’s entire photosynthetic output and up to 79 percent of the North Atlantic Ocean’s entire primary production of organic chemical energy.[1] [3] As a result of their large photosynthetic potential, they are a key organism in the fight against climate change and the sequestration of atmospheric carbon. Prochlorococcus uptake more carbon dioxide to undergo photosynthesis than they use up in respiration, creating a stock of carbon inside each organism.[3] When Prochlorococcus die, they sink to the bottom of the ocean and are buried, eventually forming oil in what is known as the ocean biological pump, a transfer of organic carbon in the hydrosphere to the geosphere.[4] In this way, Prochlorococcus serve as a sink for atmospheric carbon and have a positive impact on climate change.

The Effect of Climate Change on Prochlorococcus

How does climate change influence the number and efficacy of Prochlorococcus microbes throughout the planet's oceans?

Anthropogenic change is affecting the planet in many ways, most of them unanticipated by scientists. Since Prochlorococcus is one of the most abundant sinks of atmospheric carbon dioxide, modeling how it is affected by planetary changes can predict unanticipated environmental changes. A decrease in Prochlorococcus and other autotrophic microbes could result in a larger than expected build-up of greenhouse gasses as a result of these photosynthetic organisms’ carbon sequestration potential. Greenhouse gas build-up, the main cause of global warming, is an essential factor in ecological dynamics across the planet. While Prochlorococcus has evolved for photosynthesis in environments with various different light availability and depths, the rate of anthropogenic change far outpaces Prochlorococcus’ evolution. Various human changes have different effects on Prochlorococcus; they are projected to both increase and decrease the productivity of Prochlorococcus in the Atlantic Ocean.

This image shows the projected change of Prochlorococcus and Synechococcus abundance and global distribution in the year 2100. This image is Figure 3 from Flombaum et al. 2013.

Decrease in Prochlorococcus Functionality

Rapid global change is expected to decrease some aspects of Prochlorococcus functionality in the environment. The increase of atmospheric carbon dioxide can actually increase the vulnerability of Prochlorococcus to oxygen.[5] While carbon dioxide is a reactant of photosynthesis and is commonly seen as a mechanism for increased phototrophic production, an increased carbon dioxide concentration can alter Prochlorococcus’ metabolism and microbial interactions with Alteromonas.[5] These shifts, a result of ocean acidification related to carbon dioxide levels, could eventually lead to oxidative stress. While oxygen is essential for cellular respiration, it is toxic to many cellular components due to its redox potential. Oxidative stress would lead to an overall decrease in Prochlorococcus productivity, meaning less carbon sequestration and a significant increase in global temperatures.

In addition to oxidative stress, Prochlorococcus functionality is also reduced by human produced plastic litter in the ocean.[6] Plastic bags made out of high-density polyethylene (HDPE) and other plastics made out of polyvinyl chloride (PVC) degrade to plastic leachates in the ocean.[6] The leachates, present in the marine ecosystem, directly affect the microbial communities around them. Concentration increases in plastic leachates cause decreased levels of photosynthesis in Prochlorococcus.[6] The higher the concentration of plastics, the less oxygen is produced and the less carbon dioxide is taken up by Prochlorococcus. This decreased Prochlorococcus productivity has large implications on the amount of global photosynthesis and atmospheric carbon dioxide. Exposure to plastic leachates also decreases the growth rate of Prochlorococcus.[6] Plastic pollution not only impairs photosynthesis in Prochlorococcus, but it also decreases the growth rate, leading to a smaller population size of cells and a further decrease in primary production. Anthropogenic change such as plastic pollution and high atmospheric carbon dioxide result in lower primary production levels of the most abundant aquatic phototroph.

Increase in Range and Population Size

While some aspects of anthropogenic disturbance decrease the functionality of Prochlorococcus, others are shown to increase Prochlorococcus’ range and population size. In accordance with models of projected global warming from the Intergovernmental Program on Climate Change, the Prochlorococcus population is projected to increase by over 40% in a high emission scenario, 25% in a medium emission scenario, and 20% in a low emission scenario.[7] The rising surface temperature creates more habitable space for Prochlorococcus across the Earth’s oceans.[7] However, ecological interactions are difficult to predict due to the large amount of unknown factors that could be at play.[7] Despite this relative uncertainty, a new ecological niche model designed to predict the effects of climate change on oceanic phototrophs predicted that Prochlorococcus would increase in population size and ecosystem niche dominance, confirming the increase in population size.[8] As a result, a larger population size leads to more primary production and more carbon sequestration.

Microbe Interaction

Anthropogenic change is predicted to shift Prochlorococcus’ microbial interactions in its surrounding ecosystem. Other oceanic bacteria are also affected by human change, creating a novel dynamic ecosystem. [9] Increasing temperatures and atmospheric carbon dioxide from global warming are projected to affect strains of autotrophic microbes differently.[9] While Prochlorococcus is projected to display some increased population size due to human change, Synechococcus is modeled to be even better suited to the changing climate.[9] This shift in niche dominance would alter the microbial community dynamics, potentially decreasing the prominence in Prochlorococcus in the ocean. While Prochlorococcus may be outcompeted in the future by Synechococcus, both of these bacteria are oceanic phototrophs, taking up carbon dioxide and releasing oxygen back into the atmosphere. While these interactions are projected to fit the changing environmental conditions, ecosystem modeling has a high degree of error because it must overlook many variables that could be essential to the ecosystem.

Conclusion

Widespread anthropogenic change is currently occurring across the planet today, altering the temperature, species dynamics, and ecosystems of almost all life on Earth. Prochlorococcus the oceanic autotroph that is responsible for almost all of the primary production in the planet's oceans, is also experiencing anthropogenic change.[1] This primary production of Prochlorococcus provides an essential carbon sink for the planet, potentially altering the trajectory of global climate change. Some aspects of anthropogenic change, including plastic leachate pollution (PVC and HDPE) and oxidative stress, are projected to decrease Prochlorococcus’ population size and photosynthetic potential.[6] These factors would then lead to less primary production in the oceans, less atmospheric carbon dioxide taken up by these microbes, and a compounding effect on greenhouse gasses and climate change. However, fortunately for the planet, the increased surface temperature caused by widespread global warming is actually predicted to increase Prochlorococcus’ range and population size, counteracting some of the negative effects of human change on these microbes.[7] While the increase is beneficial in the fight against climate change, ecosystem dynamics are extremely difficult to predict so this potentially large carbon sink should not be depended upon. An example of how variable ecosystem dynamics can be is seen in the projected competition between Synechococcus and Prochlorococcus. While both of these microbes have a similar impact on climate change, Synechococcus is projected to eventually outcompete Prochlorococcus as the most dominant oceanic autotroph.[9] While many changes are projected to occur in Prochlorococcus’ ecosystem, climate change is projected to have both positive and negative effects on this important microbe.

Prochlororcoccus’ Impact on the Oceans

How does Prochlorococcus’ large scale photosynthetic processes affect ocean ecosystems?

Due to Prochlorococcus’ impact on the surrounding ecosystem, large-scale effects on Prochlorococcus as a result of climate change are amplified across the entire ecosystem. Despite Prochlorococcus’ small size, it has an enormous impact on the environment around it. Since Prochlorococcus is a phototroph, it makes up the primary producer base of the food system, sequestering carbon dioxide and converting it into glucose that can be metabolized into energy by heterotrophs. The vitality of the marine ecosystem is largely dependent on autotrophs such as Prochlorococcus. Prochlorococcus impacts the surrounding ecosystem through diverse interspecific interactions, both mutualistic and predatory, as well as through its own intraspecific variation.

Interspecific Interactions

Interspecific interactions are the building blocks of ecosystems, contributing strongly to population dynamics, biodiversity, and species distribution.[10] Prochlorococcus is at the base of the trophic cascade, meaning that it is often preyed upon by oceanic heterotrophs. One such interaction occurs between Prochlorococcus and zooplankton.[11] While Prochlorococcus is often found nearer to the equator than the poles, it is predicted that climate change will expand its viable range and increase its population size.[7] However, the predatory relationship with zooplankton has been modeled to constrict the range of Prochlorococcus.[11] This community dynamic has complex consequences on the future of Prochlorococcus and the entire oceanic ecosystem. If Prochlorococcus’ range is constricted based on predation and not surface temperature, as was previously predicted, then global warming would not increase the number of Prochlorococcus and primary production would not increase in the oceans.[11]

This image shows cell abundance of Prochlorococcus in relation to predatory heterotrophic bacteria sampled from the North Pacific Ocean. This image is figure 5 from Follett et al. 2022.


In addition, Prochlorococcus influences the ecosystem by forming mutualistic relationships with oceanic heterotrophs. While Prochlorococcus uses the carbon they sequester through photosynthesis to produce glucose and undergo respiration, Prochlorococcus sequester more carbon than they actually need.[12] Prochlorococcus have the tendency to release some of their extra carbon into their surroundings (from 9 to 24% of their total sequestered carbon), especially when exposed to nitrogen and other nutrient limited environments.[12] [13] Some of the excreted carbon, mainly carboxylic acids, is attractive to oceanic heterotrophs. [13] Prochlorococcus and the organic carbon it releases can form a community of dependent heterotrophs, increasing biodiversity and demonstrating the importance of Prochlorococcus in the oceanic ecosystems.[13] Prochlorococcus has a large impact on the ecosystem around it, putting it at risk for large disruptions if Prochlorococcus is dramatically affected by climate change.

Intraspecific Variation

Prochlorococcus is present throughout the planet's oceans, in many different ecosystems. As a result of its ecosystem variation, Prochlorococcus has evolved different strains suited to fill many specific niches.[1] In fact, while these strains are still Prochlorococcus, they contain streamlined genomes that differ from each other.[1] These strains, such as MED4, a strain adapted to high light intensities and found in the upper levels of the ocean, and MIT9313, a low light strain found deeper in the oceans, serve different ecosystem functions.[14] As a result of MIT9313 being adapted to low light levels, it forms greater mutualistic relationships with heterotrophic bacteria than the high-light adapted MED4.[14] The ecological differences between Prochlorococcus strains is important for ecosystem health, especially when considering the future impacts of climate change. Prochlorococcus strains respond differently to changes in temperature, light availability, and oceanic currents.[15] A large change in these variables, like what is predicted for climate change could result in a shift in Prochlorococcus ecotype prevalence, disturbing ecological relationships and the surrounding ecosystem.

Conclusion

Overall, Prochlorococcus is responsible for a large part of oceanic ecosystem dynamics due to their relationships with other microbes and their intraspecies variation. Prochlorococcus’ ability to photosynthesize makes them a base of the ocean’s ecosystem; they are essential in order for other ocean life to survive. While currently their ecological relationships act as a stabilizing force in the oceans, they are dependent on abiotic factors. The main abiotic factors that Prochlorococcus ecology is dependent on, temperature, light, and currents, are predicted to change dramatically through climate change. This dramatic change could potentially disrupt many of Prochlorococcus’ relationships, causing large scale change across the oceans.

Prochlororcoccus’ Impact on the Changing Planet

Does Prochlorococcus have a direct impact on the planet’s atmosphere and the process of climate change?

Anthropogenic climate change is threatening the world. The buildup of greenhouse gasses, such as carbon dioxide, in the atmosphere warms the planet, melts glaciers and ice sheets, and threatens global biodiversity.[16] All of these environmental changes dramatically shift ecosystem and biological interactions.[16] As these effects of climate change worsen, scientists struggle to develop human-induced solutions. Prochlorococcus, the most abundant oceanic phototroph, undergoes a significant amount of the planet’s primary production.[1] If Prochlorococcus’ primary production could be increased further, it would become an even bigger sink of carbon dioxide and potentially ameliorate some of the effects of climate change. Due to Prochlorococcus’ mitigation potential, scientists have researched its ability to sequester carbon naturally and through human-induced techniques.

Natural Effects

Climate change is predicted to cause large scale shifts throughout the planet’s oceans. A decreased amount of available marine nutrients is projected to be one of these changes.[17] While the reduced levels of nutrients in the oceans would harm many organisms, Prochlorococcus is predicted to be relatively resistant to these low levels in this scenario.[17] While resilience would not increase the amount of carbon sequestration and lessen the effects of climate change, resilience would stabilize sequestration at an even rate.[17] The base level rates of Prochlorococcus primary production are very large. As a result, losing the carbon sink would be potentially devastating for the climate.

Human-Induced Effects

TThis image depicts the influx and outflow of particulate organic carbon (POC) of ocean water with microbial phototrophs when exposed to marine iron fertilization. This image is Figure 2 in Buesseler et al. 2004.

Due to the looming threat of climate change, scientists and engineers have discussed techniques to facilitate greater marine carbon sequestration. One of these techniques aims at creating a cyanobacteria bloom in the ocean, dramatically increasing the population size of Prochlorococcus and other autotrophic microbes. The population boom would be designed to absorb as much carbon as possible.[18] This technique intentionally dumps large amounts of iron (Fe) into the oceans.[18] Prochlorococcus and other cyanobacteria need iron in order to complete photosynthesis and the ocean has very limited natural quantities of iron.[19] While this process would increase the amount of marine primary production, it would also have massive, potentially disastrous impacts on oceanic ecosystems. Iron fertilization works in theory, yet its potential consequences outweigh the benefits. In addition to iron dumping, scientists have attempted to genetically modify Prochlorococcus and other cyanobacteria to undergo greater rates of photosynthesis.[20] However, despite their efforts, Prochlorococcus resisted the genetic modification.[20] Overall, current human ingenuity is largely ineffective at increasing the carbon sequestration potential of Prochlorococcus.

Conclusion

While there are projected to be increases in Prochlorococcus population size, the negative effects of increased atmospheric carbon dioxide on primary production leave Prochlorococcus’ potential for climate change mitigation as relatively unknown.[5][7] However, despite the uncertainty, Prochlorococcus is a resilient bacteria that has various strains adapted to many different environments, possibly able to withstand many of the effects of climate change.[17] Unfortunately, human ingenuity (in the forms of genetic engineering and ecosystem management) has thus far not resulted in any safe techniques to increase Prochlorococcus’ carbon sequestration.[18][20] Therefore, while Prochlorococcus is the most abundant phototroph in the oceans, it does not provide a solution to the planet’s growing threat of climate change.

Conclusion

Prochlorococcus bacteria is one of the most common bacteria species present in the planet’s oceans.[1] As a result of its vast population size, Prochlorococcus is responsible for up to 79 percent of the North Atlantic Ocean’s primary production of chemical energy in organic molecules, and a significant portion of planetary primary production.[1][3] In addition to being one of the most widespread oceanic bacteria, Prochlorococcus interacts with many other microbes present in the ecosystem around it. From forming mutualistic relationships with microbes such as Alteromonas to being preyed upon by zooplankton, Prochlorococcus bacteria are the base phototroph in the ecosystems around them.[5][11] However, with the introduction of anthropogenic change, many species (including Prochlorococcus) are being threatened by altered environments and interactions.

Despite Prochlorococcus’ relative resilience to some effects of climate change (such as limited nutrient availability), other environmental changes are predicted to reshape the way Prochlorococcus functions.[17] Humans releasing carbon dioxide into the environment not only warms the planet through the greenhouse effect, but also has a direct impact on Prochlorococcus. Despite carbon dioxide being a reactant for photosynthesis, its role in ocean acidification alters the metabolism of Prochlorococcus, putting it at risk for oxygen stress and decreased photosynthetic activity.[5] Plastic leachate pollution is also a direct inhibitor to Prochlorococcus’ primary production.[6] However, while some factors caused by climate change decrease Prochlorococcus’ photosynthetic activity, other factors (such as increasing global surface temperatures) are modeled to potentially expand Prochlorococcus’ range and population size.[7] As a result of these conflicting effects, there is not a definitive answer as to whether Prochlorococcus will be negatively affected, positively affected, or show no effect of climate change.

Since Prochlorococcus shows both positive and negative effects in response to climate change, it can not be relied upon for consistent primary production and carbon sequestration. While a large increase in Prochlorococcus primary production would potentially ameliorate some of the effects of planetary change, there is no secure prediction that shows this result is naturally possible. Recognizing the importance of Prochlorococcus, scientists have studied ways to increase its primary production. Two main forms of these climate engineering techniques are marine iron dumping and genetic modification.[18][20] Unfortunately, both techniques are either unsafe or unsuccessful in increasing Prochlorococcus primary production. Therefore, as the planet faces the threat of climate change, Prochlorococcus should not be relied upon for a large amount of carbon sequestration. Instead, solutions for increasing concentrations of atmospheric carbon dioxide should target the sources of climate change, such as limiting carbon dioxide emissions.

References

  1. 1.0 1.1 1.2 1.3 1.4 1.5 1.6 1.7 1.8 Biller, S., Berube, P., Lindell, D. et al. "Prochlorococcus: the structure and function of collective diversity." Nature Review Microbiology 13, 13:27
  2. Campbell L, Landry MR, Constantinou J, Nolla HA, Brown SL, Liu H, Caron DA. "Response of microbial community structure to environmental forcing in the Arabian Sea." Deep-Sea Res II 45: 2301–2325
  3. 3.0 3.1 3.2 Li WKW (1994). "Primary production of prochlorophytes, cyanobacteria, and eukaryotic ultraphytoplankton: measurements from flow cytometric sorting." Limnol Oceanogr 39: 169–175
  4. Resplandy, L., Lévy, M., & McGillicuddy, D. J. Jr. (2019). Effects of eddy-driven subduction on ocean biological carbon pump. Global Biogeochemical Cycles, 33, 1071– 1084
  5. 5.0 5.1 5.2 5.3 5.4 Hennon, G., Morris, J., Haley, S. et al.(2018) "The impact of elevated CO2 on Prochlorococcus and microbial interactions with ‘helper’ bacterium Alteromonas." ISME J 12, 520–531
  6. 6.0 6.1 6.2 6.3 6.4 6.5 Tetu, S.G., Sarker, I., Schrameyer, V. et al. (2019) "Plastic leachates impair growth and oxygen production in Prochlorococcus, the ocean’s most abundant photosynthetic bacteria." Commun Biol 2, 184.
  7. 7.0 7.1 7.2 7.3 7.4 7.5 7.6 Flombaum, P. and Martiny, A. (2021) "Diverse but uncertain responses of picophytoplankton lineages to future climate change." Limnology and Oceanography 66, 4171-4181.
  8. Xiao, W., Laws, E. , Xie, Y., Wang, L., Liu, X., Chen, J., Chen, B., and Huang B., (2019) “Responses of marine phytoplankton communities to environmental changes: New insights from a niche classification scheme,” Water Research, Volume 166.
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  10. Ovaskainen, O., Skorokhodova, S., Yakovleva, M., Sukhov, A., Kutenkov, A., Kutenkova, N., Shcherbakov, A., Meyke, E., & del Mar Delgado, M. (2013). “Community-level phenological response to climate change.” Proceedings of the National Academy of Sciences of the United States of America, 110(33), 13434–13439.
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  12. 12.0 12.1 Szul, M., Dearth, S., Campagna, S., Zinser, E. (2019). “Carbon Fate and Flux in Prochlorococcus under Nitrogen Limitation.” American Society for Microbiology, Vol. 4, Issue 1.
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  15. Malmstrom, R., Coe, A., Kettler, G. et al. (2010). "Temporal dynamics of Prochlorococcus ecotypes in the Atlantic and Pacific oceans." ISME J 4, 1252–1264.
  16. 16.0 16.1 Weiskopf, S., Rubenstein, M., Crozier, L., Gaichas, S., Griffis, R., Halofsky, J., Hyde, K., Morelli, T., Morisette, J., Muñoz, R., Pershing, A., Peterson, D., Poudel, R., Staudinger, M., Sutton-Grier, A., Thompson, L., Vose, J., Weltzin, J., and Whyte, K. (2020) “Climate change effects on biodiversity, ecosystems, ecosystem services, and natural resource management in the United States”. Science of The Total Environment, Volume 733,137782,ISSN 0048-9697.
  17. 17.0 17.1 17.2 17.3 17.4 Martiny, A.C., Hagstrom, G.I., DeVries, T., Letscher, R.T., Britten, G.L., Garcia, C.A., Galbraith, E., Karl, D., Levin, S.A., Lomas, M.W., Moreno, A.R., Talmy, D., Wang, W. and Matsumoto, K. (2022), "Marine phytoplankton resilience may moderate oligotrophic ecosystem responses and biogeochemical feedbacks to climate change." Limnol Oceanogr, 67: S378-S389.
  18. 18.0 18.1 18.2 18.3 Buesseler, Ken O., et al. (2004) “The Effects of Iron Fertilization on Carbon Sequestration in the Southern Ocean.” Science, vol. 304, no. 5669, pp. 414–17.
  19. Jiang HB, Lou WJ, Ke WT, Song WY, Price NM, Qiu BS. (2014) "New insights into iron acquisition by cyanobacteria: an essential role for ExbB-ExbD complex in inorganic iron uptake." ISME J;9(2):297-309.
  20. 20.0 20.1 20.2 20.3 Laurenceau R, Bliem C, Osburne MS, Becker JW, Biller SJ, Cubillos-Ruiz A, Chisholm SW. (2020) "Toward a genetic system in the marine cyanobacterium Prochlorococcus." Access Microbiol;2(4).



Authored for BIOL 238 Microbiology, taught by Joan Slonczewski, 2023, Kenyon College