Growth Effects of Rare Earth Metals on Methanogenic Archaea
Nick Havill
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07/28/2021
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Poster Presentation for UNL SRP 2021
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- [0:00] Hello. My name is Nick Havill
- [0:03] and today I’m going to be
- [0:03] covering the research that I did as a part of the
- [0:05] Bioenergy REU at the University of
- [0:07] Nebraska-Lincoln 2021 summer research program.
- [0:10] The Buan lab studies anaerobic archaea
- [0:12] that produce methane, known as methanogens.
- [0:14] These organisms are obligate anaerobes,
- [0:17] meaning oxygen gas is toxic to them,
- [0:19] so they live in environments like
- [0:20] mammalian digestive tracts,
- [0:21] ocean sediment, or acidic mud pots.
- [0:24] The methane produced by methanogens
- [0:26] makes up 2/3 of all biologically sourced methane,
- [0:28] meaning that methanogens contribute
- [0:30] significantly to greenhouse gas production.
- [0:32] However, humans also harness methanogens
- [0:34] in bioreactors to produce methane
- [0:36] for energy, known as biogas.
- [0:38] So, it’s really important that we understand
- [0:40] what makes methanogens tick because
- [0:42] they have this double effect on
- [0:43] our climate and our energy sector.
- [0:46] Some of the most important growth factors
- [0:48] for methanogens are metal ions,
- [0:50] which allow them to complete
- [0:51] the chemical reactions that drive
- [0:52] the methane cycle.
- [0:54] Basically, this simplified graphic
- [0:55] represents a reduction and oxidation cycle
- [0:57] that involves a lot of electrons
- [0:59] transferring between compounds.
- [1:01] Methanogens use metal ions in their enzymes
- [1:03] to serve as pathways for these electrons
- [1:05] to move between atoms.
- [1:07] Usually, these metals are things like
- [1:09] iron, zinc, and copper, lighter metals
- [1:11] that are pretty readily found
- [1:12] in biological systems.
- [1:15] However, let’s pivot for a moment
- [1:17] and talk about the other organisms
- [1:18] in this cycle.
- [1:19] Methanotrophs are bacteria
- [1:21] that perform the other side
- [1:22] of this cycle, consuming methane
- [1:24] and producing carbon dioxide.
- [1:26] Methanotrophs basically perform the
- [1:28] same reactions as methanogens
- [1:29] in reverse, which means that
- [1:30] their enzymes are very similar.
- [1:32] Methanotrophs tend to use the same metal ions,
- [1:35] but in the past 10 years
- [1:36] there have been a few species discovered
- [1:38] whose enzymes depend on using metals
- [1:40] in the lanthanide series instead.
- [1:42] The lanthanide series is a sequence
- [1:43] of metals in the 6th row
- [1:45] of the periodic table.
- [1:46] They’re larger metals that are
- [1:47] less common in nature,
- [1:48] part of a group commonly
- [1:50] referred to as the rare earth elements.
- [1:52] They’re usually used in industry
- [1:53] for things like specialized magnets
- [1:55] and fluorescence, but this
- [1:57] discovery that they were essential
- [1:58] for the growth of methanotrophs
- [1:59] showed us that they have
- [2:00] biological significance as well.
- [2:04] So, what we wanted to test
- [2:05] in this project was
- [2:06] whether lanthanides could also
- [2:08] help methanogens grow.
- [2:09] Specifically, since we know that
- [2:10] many of the enzymes in methanogens
- [2:12] are really similar to the
- [2:13] enzymes in methanotrophs,
- [2:14] could methanogens also grow better
- [2:16] when exposed to lanthanides?
- [2:18] And we also explored a few
- [2:19] more specific questions like how
- [2:21] different concentrations of lanthanides
- [2:22] would affect methanogens
- [2:24] and how different growing environments might
- [2:25] allow them to take up lanthanides
- [2:27] or prohibit them from doing so.
- [2:29] Our methanogen of choice was
- [2:30] Methanosarcina acetivorans,
- [2:32] which is a methanogen species
- [2:34] that’s capable of several different
- [2:35] growth pathways and is pretty durable
- [2:37] which makes it a good test subject.
- [2:41] The first experiment we performed
- [2:42] was to grow our methanogens
- [2:44] in Balch tubes,
- [2:44] which are specialized test tubes
- [2:46] with an airtight seal.
- [2:47] We prepared them in an anaerobic chamber
- [2:49] with growth media that contains
- [2:51] all the salts and nutrients that methanogens need
- [2:53] as well as methanol,
- [2:54] which is one of the carbon products
- [2:55] that they metabolize into methane.
- [2:57] As they grew, we measured
- [2:59] the optical density of the tubes
- [3:00] using a spectrophotometer,
- [3:02] which told us the cell density
- [3:03] in each tube.
- [3:05] Over time, this creates a growth curve,
- [3:06] which you can see here.
- [3:07] This graph shows the
- [3:08] natural log of optical density,
- [3:10] which allows us to express
- [3:11] the exponential growth of the
- [3:12] cells in a linear fashion.
- [3:14] This means we can make
- [3:15] a best fit line that tells us
- [3:16] the growth rate of the cells.
- [3:18] From this, we can calculate
- [3:19] the doubling time of the cells,
- [3:20] which we can then
- [3:21] compare to the control.
- [3:24] We saw that many
- [3:25] of the lanthanides
- [3:26] result in a significantly
- [3:27] faster doubling time.
- [3:28] In this graph, we can see
- [3:29] that with the grouping
- [3:30] of steeper slopes.
- [3:32] We can also look at this
- [3:33] table and see the calculated
- [3:34] doubling times in hours
- [3:35] as well as the p-values
- [3:36] of t-tests against
- [3:37] the positive control.
- [3:39] We saw several
- [3:40] very low p-values,
- [3:41] most notably with
- [3:42] Gadolinium and Terbium,
- [3:43] which increased growth rate
- [3:45] by 41 and 31% respectively.
- [3:47] We also saw that Praseodymium,
- [3:49] the yellow line,
- [3:50] it was pretty far from
- [3:52] the other lanthanides
- [3:53] and also much more variable.
- [3:54] Praseodymium is the only
- [3:56] lanthanide that we had to
- [3:57] order as a
- [3:57] non-stoichiometric hydrate,
- [3:59] meaning that it doesn’t
- [4:00] bind to water molecules
- [4:01] in round numbers.
- [4:02] This means that we
- [4:03] couldn't accurately calculate
- [4:04] its molecular weight,
- [4:05] so we couldn't properly
- [4:06] calculate the concentration
- [4:07] we were adding to our
- [4:08] Balch tubes.
- [4:09] Additionally, we tried
- [4:10] lyophilizing our
- [4:11] praseodymium sample to
- [4:12] minimize the effect of the
- [4:13] unknown water weight,
- [4:15] but this could have introduced
- [4:15] error into the system
- [4:16] where it wouldn't have existed
- [4:17] in the other tubes.
- [4:19] All of this means that
- [4:20] we weren't totally confident in
- [4:21] that specific result accurately
- [4:23] representing the effect
- [4:24] of Praseodymium on methanogens.
- [4:27] In the second experiment,
- [4:28] we decided to perform
- [4:29] a dose-response curve
- [4:30] for Praseodymium to
- [4:31] get a benchmark for how
- [4:32] increasing concentrations
- [4:34] of lanthanides affect cells.
- [4:35] We chose praseodymium
- [4:37] because it was significant
- [4:38] in the first round of experiments,
- [4:39] but we also chose it because
- [4:40] we wanted some more data
- [4:41] to see if we saw something
- [4:42] different without lyophilizing it.
- [4:44] What we see in this first graph
- [4:46] is the original growth curves
- [4:47] for increasing concentrations
- [4:48] of praseodymium,
- [4:49] and we can see that
- [4:50] the pink curve,
- [4:51] which is the highest concentration,
- [4:52] had a significant effect.
- [4:54] The table shows the significance values
- [4:56] of a t-test between
- [4:57] the 0M positive control
- [4:59] and each experimental concentration.
- [5:01] We saw that the two
- [5:02] highest concentrations were
- [5:03] increasingly significant in
- [5:04] lengthening the doubling time,
- [5:06] meaning that higher concentrations
- [5:07] of praseodymium were
- [5:08] reaching a harmful level in the cells.
- [5:11] This second graph shows
- [5:12] that trend more clearly
- [5:13] by graphing doublings per hour
- [5:14] for each concentration,
- [5:15] and we can see that
- [5:16] there is a strongly correlated
- [5:17] exponential curve that shows
- [5:19] the decreasing growth rate.
- [5:22] The final experiment we did
- [5:24] was to grow methanogens
- [5:25] with lanthanides in 96-well plates
- [5:26] rather than Balch tubes.
- [5:28] The main difference between
- [5:29] these two environments
- [5:30] is that a Balch tube
- [5:31] has a constantly pressurized environment,
- [5:32] while a plate is
- [5:33] much more open to its surroundings.
- [5:36] This creates a big difference
- [5:37] in the carbon dioxide
- [5:38] partial pressure,
- [5:39] which is known to be
- [5:40] an important consideration
- [5:41] for methanogen growth.
- [5:43] However, we could only
- [5:44] read each plate once because
- [5:45] we had to take them out
- [5:46] of the anaerobic chamber
- [5:47] to read them,
- [5:48] which had the side effect
- [5:49] of killing the cells.
- [5:50] Because of this,
- [5:51] we only took two timepoints
- [5:52] at 5 and 11 days.
- [5:55] We only saw
- [5:55] a few significant differences
- [5:57] between positive controls
- [5:58] and experimental wells,
- [5:59] but we also saw that
- [6:00] some positive controls
- [6:01] were not statistically overlapping
- [6:03] with one another.
- [6:04] This told us that there was
- [6:05] too much inherent error
- [6:06] in the system and that
- [6:07] the plate results weren’t very reliable.
- [6:11] The main result of our research
- [6:12] is that Methanosarcina acetivorans
- [6:14] grows faster in the presence
- [6:15] of a number of
- [6:16] different lanthanide metals.
- [6:18] This is really exciting
- [6:19] because it means that
- [6:20] lanthanide metals can be used
- [6:21] as a strong growth supplement
- [6:22] for that species.
- [6:23] This has huge implications
- [6:25] for bioenergy because
- [6:26] it means that biogas production
- [6:28] can be significantly increased
- [6:29] by introducing lanthanides
- [6:30] into a bioreactor system.
- [6:32] Future research is needed
- [6:33] to test whether lanthanides
- [6:35] can increase growth in
- [6:36] other species of methanogens,
- [6:37] but this result is encouraging
- [6:38] given the metabolic similarity
- [6:41] of methanogens as a class.
- [6:42] Our praseodymium
- [6:43] dose-response curve
- [6:44] also reveals that
- [6:45] lanthanides likely become
- [6:46] toxic to methanogens
- [6:48] in higher concentrations,
- [6:49] which provides important
- [6:50] context for finding
- [6:51] the most effective dose
- [6:52] for methanogen growth.
- [6:54] In the future,
- [6:54] running a dose-response curve
- [6:56] for each of the
- [6:56] other lanthanides
- [6:57] will provide a complete
- [6:58] dataset for this effect.
- [7:01] We also want to perform
- [7:02] growth curves in media
- [7:03] that lacks some of the vitamins
- [7:04] that help to maximize
- [7:05] methanogen growth
- [7:06] to see whether lanthanides
- [7:07] can increase growth
- [7:08] in a less favorable environment.
- [7:10] Finally, we hypothesize that
- [7:12] the valence electron configurations
- [7:14] of the lanthanides
- [7:15] may have something to do
- [7:16] with which lanthanides
- [7:17] are most effective,
- [7:19] since valence electron transfer
- [7:20] is the main mechanism
- [7:21] of redox biochemistry.
- [7:23] Future research could
- [7:24] seek to isolate
- [7:25] metabolic pathways
- [7:26] that use specific metals
- [7:27] and test whether
- [7:28] certain lanthanides
- [7:29] are more beneficial
- [7:29] in these pathways
- [7:30] to see if there is a correlation.
- [7:33] This marks the end
- [7:34] of my research presentation.
- [7:35] These are my references
- [7:36] and acknowledgements.
- [7:37] Thank you for your time.
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