Showing posts with label DJ. Show all posts
Showing posts with label DJ. Show all posts

Friday, August 7, 2015

555 - Differential Effects on N2 Binding and Reduction, HD Formation, and Azide Reduction with α-195His- and α-191Gln-Substituted MoFe Proteins of Azotobacter vinelandii Nitrogenase

Similar to 554, this study looked at mutated versions of the Mo nitrogenase in Azotobacter vinelandii, but different reactions this time: interactions with nitrogen gas (hooray), with dihydrogen and dideuterium, and with azide (N3-).

What They Saw
Adding nitrogen gas revealed that Asn 195 couldn't fix nitrogen; Gln 195 had a slight ability. However, replacing argon with pure nitrogen reduced hydrogen production by Asn 195 about 30%, though increasing the pressure with additional nitrogen didn't affect things further except maybe to increase the ATP required for each electron transfer, almost double what it is at 100% argon. Nitrogen didn't seem to affect hydrogen from Lys 191 at all.

Adding nitrogen also inhibited acetylene reduction in Asn 195, 28%; and again, did not inhibit Lys 191. For the former, nitrogen seems to inhibit the reaction competitively but reversibly; removing the nitrogen restored the rate almost to what it had been.

They tried adding hydrogen to acetylene reduction assays with Asn 195, enough to raise the pressure to two atmospheres. This didn't affect anything with argon; ethylene and ethane were both produced about the same amount. But when nitrogen was present, hydrogen restored most or all the activity that nitrogen would've inhibited.
They also saw that having 50% deuterium with the rest nitrogen doesn't really result in inhibition of hydrogen production by Asn 195.

When they tried adding sodium azide, this didn't really affect hydrogen production, but the activity reducing it to ammonia or hydrazine (N2H4) was much less for all the mutants than for the wild-type, at least 8x less. Adding carbon monoxide to Asn 195 assays abolished any azide reduction activity, but adding hydrogen had no effect. The azide might've reduced electron flux through Asn 195 a little (20%) but CO prevented this reduction too.

What This Means
Even some of the mutants that can't fix nitrogen seem to interact with it to some extent, as evidenced by its inhibiting other reactions. The other findings are pretty interesting too. It all relates to how the mutations affect the activity: in affinity, in substrate fit in the active site, and in electron flux through the whole complex.

Reference:

Thursday, August 6, 2015

554 - Azotobacter vinelandii Nitrogenases Containing Altered MoFe Proteins with Substitutions in the FeMo-Cofactor Environment: Effects on the Catalyzed Reduction of Acetylene and Ethylene

This is another study looking at mutating the Mo nitrogenase protein in Azotobacter vinelandii to see how it changes the enzyme's activity. Here's a picture they gave of the active center, with the FeMo cofactor in the middle and the protein surrounding it, with certain amino acids they were targeting:

What They Saw
They targeted conserved amino acids, common to homologs in many organisms, such as Gln 191 and His 195, with three mutations: Lys 191 (seen before in 536), Asn 195, and Gln 195. These proteins were extracted and purified.

Under argon, Gln 195 produced about as much hydrogen as the wild-type, while the others only about half as much (though apparently they only contained half as much FeMo cofactor). Under 10% acetylene, the wild-type put most electrons toward producing ethylene, while the others only devoted 55% at most, the others going to hydrogen (Gln 195) or hydrogen and ethane (others).

The mutations also affected how the protons were added to acetylene, whether in cis or in trans, as determined by using C2D2 instead of C2H2 and looking at where there was hydrogen or deuterium. The mutants had higher proportions of trans-C2D2H2 compared to the wild-type, except Gln 195 which had lower. This seems related to their ability to reduce acetylene all the way to ethane or not.

Then they tested whether ethylene instead of acetylene, with or without CO or acetylene too, could be a substrate or inhibitor of activity. Having 50% ethylene with the rest argon led to ethane production from all versions, including the wild-type, except not Lys 191. It seemed to inhibit overall flux a little, though for most versions it didn't inhibit as much when CO was present (the exception was Lys 191, which had about 3x less flux with CO present compared to just argon, though in both cases it all went to hydrogen). Interestingly, adding 50% hydrogen with 50% ethylene increased the amount of ethane for all versions. Strangely, though it didn't reduce ethylene to ethane, adding 10% acetylene to the mix with Lys 191 showed some ethane production; so it doesn't reduce ethylene, only acetylene. Acetylene also increased the rate of ethane production with Asn 195.

What This Means
This helps understand the precise reaction that takes place in nitrogenase. It seems like the affinity of the enzyme for the substrate affects how far that substrate is reduced before being replaced by a fresh molecule. Still, it's hard to make real comparisons from in vitro assays, but I don't know that there's a good alternative.

Reference:

Thursday, July 30, 2015

536 - Nitrogenase-catalyzed Ethane Production and CO-sensitive Hydrogen Evolution from MoFe Proteins Having Amino Acid Substitutions in an α-Subunit FeMo Cofactor-binding Domain

To figure out which parts of the nitrogenase protein are important, this study made very specific mutations to amino acids in the protein in Azotobacter vinelandii to see how they affected the catalysis.

What They Saw
They grew cells, wild-type and mutants, with molybdenum, then extracted and tested their nitrogenase. There was a nifEN knockout strain, a nifDK knockout, and others with specific changes in nifD, sometimes combined with nifN knockout.

None of these had nitrogen-fixing activity. All had just as much dinitrogenase reductase activity as the wild-type; some had more. But regarding acetylene reduction, all nifN knockouts had about zero, but the single-mutation strains all had some, though none nearly as much as the wild-type. They each had more ethane production than the wild-type though, so although total reduction and ethylene production were lower, ethane production was higher.

The temperature stability of mutants wasn't all the same either; some were more sensitive to heat. Lowering the temperature below 30ºC also led to a lower proportion of electron flux going to ethane instead of ethylene (in the mutants that produced ethane). No ethane was seen at any temperature in the wild-type. Though these measurements may not have been reliable, so the trend might not be real.

Then they tried adding carbon monoxide (CO) to inhibit the enzymes. The pattern was the same for each strain (they say), but the amount of total inhibition was different; some were less sensitive than the wild-type, some more, some equal to wild-type.

The FeMo cofactor didn't seem to be different in the mutants; extracting it and using it to restore activity to an apoprotein gave the same results from each strain.

After these results on crude extracts, they purified wild-type nitrogenase and the mutants' most stable enzyme (that replaced the glutamine in NifD position 191 with a lysine). Under acetylene, the wild-type enzyme had about the same electron flux with or without 0.2% CO, but more went to ethylene (vs hydrogen) when CO was absent. 3% CO completely inhibited nitrogen fixation (under nitrogen, obviously), but didn't inhibit hydrogen production: about as much was produced with nitrogen and CO as with argon and CO (or argon without CO). Incidentally, this study gave a NH3 to H2 ratio of 1.4 to 1 in 100% nitrogen, which is somewhat lower than the normal 2 to 1.

With the mutant, there was at least 4x less electron flux overall. With CO absent, most of it went to hydrogen when acetylene was present, but what did go to acetylene produced some ethane and more ethylene (as usual). With argon or nitrogen, it all went to hydrogen. When CO was present, the electron flux seemed even more reduced, but the patterns of product were similar.

What This Means
The 191 glutamine residue seems involved in the catalysis, positioned near the FeMo cofactor active center as it is. I am curious about several things, considering nitrogenase's already interesting catalytic abilities: what would similar studies of the other nitrogenases show? What kind of activity might result from other modifications? And, does this kind of modification allow for the reduction of new substrates, such as carbon monoxide itself? These would be interesting studies, if they haven't been done already. Apparently the vanadium nitrogenase is less sensitive to CO than the Mo version here, and it has already been shown to reduce CO to hydrocarbons, at least in vitro.

The difference in acetylene reduction could be due to different affinities: in the wild-type, a new acetylene replaces an old as soon as it is reduced to ethylene, whereas in a mutant, the ethylene remains long enough to be reduced further to ethane. It seems like this difference is due to a difference in the enzyme itself, rather than the cofactor; so the enzyme itself affects the catalysis (though I guess that's not surprising).

Reference:

Friday, June 26, 2015

070 - The hoxZ gene of the Azotobacter vinelandii hydrogenase operon is required for activation of hydrogenase

Here they wanted to look into the hoxZ gene more closely. Previous studies suggested that the product might be involved in electron transport for the hydrogenase.

What They Saw
They grew Azotobacter vinelandii DJ (an easy-to-transform strain) and knocked out hoxZ and hoxKG by transformation and screening for hydrogen production.

Comparing the hoxZ mutant to DJ (positive control) and the hoxKG mutant (negative control), they observed an intermediate rate of hydrogen oxidation, so there seemed to still be some activity. DJ consumed nearly all the hydrogen, and hoxKG consumed very little (the graph showed a decrease but it was apparently because gas leaked out of the vial, so it's a good thing they had good controls!).

Then they tried measuring short-term hydrogen oxidation with different electron acceptors: oxygen or methylene blue. DJ quickly oxidized all the hydrogen while reducing oxygen or methylene blue, as expected. Both mutants didn't show activity with either acceptor at first, despite the difference in the previous assay. But then they added sodium dithionite (a powerful reducer of oxygen) and more methylene blue, and the hoxZ mutant showed up to 80% of the activity of DJ. As far as I can tell, the hoxKG didn't show the same effect when they gave it the same treatment, but they don't say that explicitly. But it seems like the hydrogenase needs to be activated somehow, as by dithionite.

These results were confirmed by observing methylene blue color change too; DJ quickly started oxidizing hydrogen, but the hoxZ mutant did too after a longer lag period.

When they isolated membrane-bound hydrogenase from cells (still embedded in membranes), even DJ needed activation with dithionite. hoxKG mutants had no activity in any case, of course. But hoxZ mutant had more activity in the soluble supernatant portion than DJ did, at least when membranes were isolated aerobically; it seemed like lack of hoxZ led to more soluble enzyme. But it had low activity in general so this conclusion was uncertain. Though membrane-bound activity in general was higher when isolated anaerobically, and they didn't measure soluble activity in that case for some reason. So HoxZ may help stabilize hydrogenase in the presence of oxygen.

The increased presence of detached hydrogenase in the mutant was not confirmed by Western blot, so it seems like an artifact.

What This Means
HoxZ seems to have a role in shuttling electrons between hydrogenase and oxygen, though there may be other components involved in this path. It's possible that when HoxZ is missing, another acceptor can take the electrons, but isn't as good at it.

It also may be involved in activating the enzyme (which requires removing oxygen and providing reduction); somehow hydrogen is not enough for this. And it may help stabilize the hydrogenase to keep oxygen from inactivating it, maybe also using its role as electron transporter.

Reference:
Sayavedra-Soto, L. A. & Arp, D. J. The hoxZ gene of the Azotobacter vinelandii hydrogenase operon is required for activation of hydrogenase. J. Bacteriol. 174, 5295–5301 (1992).

Thursday, February 20, 2014

185 - Transcriptional Profiling of Nitrogen Fixation in Azotobacter vinelandii

Azotobacter vinelandii is known for its amazing ability to fix nitrogen, converting nitrogen gas into biological forms like protein even in the presence of oxygen. This is apparent even in its name—Azotobacter—which translates approximately to "nitrogen bacteria."

But the nitrogen-fixing process and machinery is pretty complicated and difficult to study in a reductionist fashion. Many components don't work the same outside of the context of the rest of them or outside of the cell itself.

So in this study, scientists (some of whom were involved in sequencing the first A. vinelandii genome) took a broad approach to the subject, by looking at the expression of all the genes in the organism, comparing their expression when the cells were fixing nitrogen compared to when they weren't.

In addition, they examined the expression of genes when the bacteria were grown with or without certain metals needed for the various nitrogenase versions: molybdenum, vanadium, etc. More specifically:

  • To study non-nitrogen-fixing cells: they grew cells with ammonium
  • Cells using the molybdenum nitrogenase: they grew cells with molybdenum and no ammonium
  • Cells using the vanadium nitrogenase: they grew cells with vanadium and no Mo or ammonium
  • Cells using the iron-only nitrogenase: they grew cells with iron and no other metals or ammonium

Simple enough.

Then, to measure levels of expression, they extracted RNA from the cells in each condition, converted the RNA sequences to DNA (called cDNA or complementary DNA, converted from RNA messengers), and then these chunks of DNA were sequenced using a high-throughput technology called SOLiD.

SOLiD (or Sequencing by Oligonucleotide Ligation and Detection) is one of the main kinds of next-generation sequencing, alongside Roche's 454 pyrosequencing and Illumina. I had to look it up. Apparently one machine these days can sequence 5 trillion bases per day (for reference, the human genome is about 3.2 billion bases long, so SOLiD could sequence more than 1500 human genomes per day). Of course, this is not cheap: that much sequence data would cost about $500,000.

The way it works is by cutting a piece of DNA into short sequences, binding them to tiny magnetic beads so there's one sequence per bead. Then the beads are mixed into an emulsion of oil so that on average, each bead is encased in a small bit of water in a sea of oil, along with reagents needed for polymerase chain reaction (PCR). This allows the DNA on each bead to be copied many times, all at once yet individually, so that many reactions can be done in the volume of liquid that would normally allow only one. Very cool. This is the same technology used to prepare samples for 454 pyrosequencing.

In pyrosequencing, the sequencing is done with DNA polymerase, which is what is normally used to copy DNA, and each base is added one at a time, so each bead will incorporate only the base that fits with the sequence bound to the bead. When a base is added, a tiny bit of light is given off, which a camera in the machine detects and registers it as the base that was added at that time.
However, SOLiD works a bit differently: instead of DNA polymerase, the enzyme is DNA ligase, which links together two strands of DNA. And instead of single bases, short DNA sequences called probes are added, with the two bases at one end known. When one of these matches the bead's sequence, ligase links it up. The probes are labeled with fluorescent molecules, so the next two bases in a sequence can be determined from the color of the fluorescent probe. Then this is cleaved off and another two bases are added. It's somewhat confusing; this site might help a little.
This system avoids some of the problems that pyrosequencing experiences, such as with accuracy, but has some problems of its own (especially price), so it's useful in some cases and not as much in others.

So what good is sequencing all the cDNA? The number of copies of one cDNA, relative to the copies of others, shows how much the cell is transcribing that gene, which can be an indicator of expression levels (transcribing more may mean that the gene is translated into protein more, so there may be more of that specific protein in the cell). It doesn't always work quite proportionally, since there are mechanisms other than transcription for regulating cellular protein levels, but it can usually provide some interesting data. So they sequenced all the cDNA in the cell and compared the number of copies for each gene to see which ones were present in higher or lower numbers in different growth conditions.

Then after analyzing all this data (a large undertaking in itself) and finding genes that seemed to be expressed at higher or lower levels in the different conditions, the scientists confirmed the most interesting findings using real-time quantitative PCR, which is a more sensitive way of measuring the same information. It works by doing PCR on a gene but adding some kind of fluorescent molecule to detect exactly how much of that sequence is present over time in the PCR. Ideally PCR should double the number of sequences in every round of the reaction, but this doesn't always work exactly, so the most accurate measure is to determine the point at which the fluorescence becomes bright enough that the PCR machine can detect it, and then extrapolate back to figure out how much of the sequence was present at the beginning. It's another way to compare transcription levels.

Ok, finally on to results. The authors found that almost 30% of A. vinelandii's genes were affected when fixing nitrogen compared to when not doing so. Many of these were affected regardless of which nitrogenase the cells were using. Mo nitrogenase growth affected the most genes on its own compared to the other two, but the two alternative nitrogenases (V and Fe) together affected more genes than any nitrogenase on its own. So overall, compared to non-fixing conditions, the using the alternatives affected many more genes than using the Mo version; but compared to each other, using the alternatives didn't change many genes. Apparently using the alternatives involves a large shift in the cell's gene regulation, compared to using the main Mo nitrogenase. I wonder why.

Genes Expressed When Using Mo Nitrogenase
The nif genes that make up the Mo nitrogenase are found in two clusters in the genome, one near the beginning (relative to the origin of replication) and one near the end. Some of these genes form the actual enzyme structure itself, some help to put it together with its metal-containing cofactor and such, and some (especially nifA) regulate the process.

Not surprisingly, the main structural genes increased their expression greatly when the cells switched to nitrogen-fixing mode, between 50 and 150 times higher. The primary dinitrogenase reductase, NifH, increased the most, which fits in with previous observations that a high ratio of this protein to the Mo-containing dinitrogenase allows higher nitrogenase activity.

More surprisingly, other nif genes in the major cluster only increased expression up to about 14 times more. This could be because not much of their proteins is needed, or possibly that they were already expressed at high levels and their regulation is mostly post-transcriptional, so not much change would be visible in transcript levels. In the minor cluster, some genes necessary for making the metal cofactor increased around 20-fold.

Other than these expected increases, lots of other genes changed as well; not surprising, considering that nitrogen fixation is essential for growth in low-nitrogen environments but is also very energy-intensive. The most significant changes were in type IV pilus genes. These pili, little hairlike projections from the cell, are involved in lots of things: motility, sensing the environment, attachment to surfaces, etc. It's not entirely clear what they're doing in this context, but apparently something.

Another important factor for nitrogen fixation is protecting the nitrogenase from oxygen. A. vinelandii seems to do this by consuming a lot of carbon in order to reduce whatever oxygen is present, transforming it to water. Its genome has many electron-transporting proteins such as oxidoreductases and terminal oxidases, some of which did appear to be somewhat upregulated in nitrogen-fixing conditions. This could also be useful for producing more energy to power the nitrogenase. The genes for the uptake hydrogenase, which recovers hydrogen produced by the nitrogenase and regenerates some energy from it, also showed increased expression.

There also seems to be a change in some genes associated with iron and sulfur organization, something else that is important for nitrogenase because it contains multiple atoms of these elements. Also, not very surprisingly, the genes related to molybdenum gathering increased also.

Genes Expressed When Using Alternative Nitrogenases
Obviously, the genes that encode the alternative nitrogenases themselves (vnf genes for the vanadium-containing nitrogenase and anf genes for the iron-only nitrogenase) are going to be upregulated when these are in use. The V (vanadium) nitrogenase is used when molybdenum is not present but vanadium is, and the Fe nitrogenase is used when neither of these metals is available.

But these alternative systems don't have alternative versions of all of the necessary enzymes for fixing nitrogen, only the main ones, so they share some of the proteins that the Mo nitrogenases uses. This is especially true of enzymes involved in assembling the nitrogenases and their cofactors, such as NifUSVMB.

When vanadium was present, vnf genes were upregulated, as I said, but in this case, the vnfH gene encoding the vanadium dinitrogenase reductase wasn't as high relative to the other V nitrogenase components as was the case with the molybdenum nitrogenase. Not sure why. There were some other differences, especially that vnf homologs of nif proteins involved in cofactor synthesis were expressed in different proportions, so the process of V-containing cofactor synthesis might be different somehow.

In the case of the iron-only nitrogenase, the nifH and other components' homologs (anfH, etc.) were upregulated in the same ratio as the nif genes, distinct from the vnf homologs: that is, anfH was expressed much higher than anfDK, around four- to five-fold higher.

Of the genes that don't have anf homologs, some nif genes were upregulated (nifUSVMG again), but in other cases the vnf versions were preferred (vnfENXY). vnfH was also upregulated, even though there is a separate anfH. This is in agreement with other previous studies (003), and may be because vnfH has some kind of role in regulating gene expression.

Genes Related to Electron Transport
All of the nitrogenases require electron transport machinery, since the nitrogenase functions by putting electrons (and protons) onto nitrogen gas (N2) to make ammonia (NH3). This takes at least eight electrons for each molecule of nitrogen: six for two molecules of ammonia, and two for one molecule of hydrogen as a byproduct. The alternative nitrogenases produce more molecules of hydrogen, so they need even more.

Some of the genes involved are nifF and vnfF, which encode proteins called flavodoxins that transport electrons. They may not be necessary to fix nitrogen, but presumably they're helpful. When the cells were using the Mo nitrogenase, nifF was upregulated, and both were higher when Mo was absent (though vnfF much more so).

Some other genes that seemed involved included rnf1 genes, whose products are membrane-bound and also help to transport electrons to nitrogenase; they also seem to be important for the iron-sulfur cofactor of dinitrogenase reductase. And fix genes also seem important for electron transport. All of these were expressed more when fixing nitrogen in all conditions, but when Mo was absent, fix genes were much higher than rnf1 genes.

Regulatory Genes
Clearly A. vinelandii's nitrogenase system has a lot of regulation going on, so regulatory genes are important. vnfA and anfA are necessary to use the alternative nitrogenases, as is nifA for the primary nitrogenase, and these regulatory genes increased whenever their respective isozyme was in use, though low levels of them were present constantly. Regulation of these genes is likely to be how the cells turn on and off the alternative nitrogenases.

There are a few other homologs of nifA and vnfA that show similar patterns, but may fine-tune the regulation somehow (how is not yet known).

Other Differences in Global Expression
As mentioned, the transcriptional profile when using the Mo nitrogenase is very different from when using V or Fe nitrogenases, probably because the latter are less efficient. The most apparent difference in this study was in the hutU gene, for urocatanase hydratase, which increased greatly when Mo was absent. This gene is necessary to degrade histidine, one of the 20 common amino acids, which makes sense because cells using a less efficient nitrogen-fixing enzyme might want to get nitrogen from other places too, like breaking down some less essential proteins. Similar results have been seen in other diazotrophs.

Also quite interesting, genes for a putative soluble hydrogenase discovered when the genome was sequenced were upregulated, especially when using the Fe nitrogenase. This may be a backup system for recycling the extra hydrogen molecules that these nitrogenases produce, to recover the valuable energy that would otherwise escape.

Some other genes increased also, but the function of their products is as yet unknown. Might be worth investigating.

Comparing expression when using the V nitrogenase vs. the Fe nitrogenase, there was at least one interesting point: there were a few genes near a vnf operon upregulated during V nitrogenase growth, seemingly related to a transporter system, so they're probably a vanadate transporter.

Evolution of Nitrogenase
There's some debate about which came first in history: the Mo nitrogenase or the alternatives. Since the alternatives are less efficient, it would make some sense if they came first and the Mo nitrogenase just improved on them, especially since Mo and possibly V were probably difficult to find before there was much oxygen in the atmosphere. But no one has discovered a species that has alternative nitrogenases and not the Mo nitrogenase, though there are plenty that have only the latter, and not many that have all three. And this study seems to show that the alternatives evolved from the Mo nitrogenase to allow cells to thrive in environments where Mo is absent, which also makes sense.

So these results are very interesting and potentially useful, and seem to tell us a lot about what's going on inside the cells in different conditions!


Citation: Hamilton, T. L. et al. Transcriptional Profiling of Nitrogen Fixation in Azotobacter vinelandii. J. Bacteriol. 193, 4477–4486 (2011).

Wednesday, November 13, 2013

065 - Hydrogenase does not confer significant benefits to Azotobacter vinelandii growing diazotrophically under conditions of glucose limitation

Remember the uptake hydrogenase? A byproduct of nitrogen-fixation is hydrogen gas, which allegedly would be a waste of energy, except Azotobacter vinelandii has an enzyme that oxidizes it and converts it into ATP to recoup some of the energy cost of nitrogen-fixation. That's the common story, anyway. But in science you can't always rely on common stories, so Kerstin Linkerhägner and Jürgen Oelze decided to test that hypothesis.

Actually Yates and others had already tested to see if hydrogenase-knockout mutants of Azotobacter chroococcum were impaired, and found that wild-type strains outcompeted them, at least in some conditions such as when carbon was limiting in the medium (019). But these results may be questionable because the wild-type could consume both its own hydrogen and that produced by the mutant when they were mixed together. This wouldn't often be the case in the wild though.

So Linkerhägner and Oelze grew A. vinelandii strain DJ (relatively wild-type) and a hydrogenase-knockout strain in carbon-limited chemostats. They tried two different concentrations of oxygen, low and high. In terms of biomass, the biomass levels from DJ at each oxygen concentration over a range of dilution rates matched rather well with the results these authors saw in 066 (two years later), though not perfectly. Interestingly, the mutant strain matched its parent perfectly. As D increased, the amount of biomass they produced increased. Presumably this would've leveled off at the lower oxygen concentration if they had tested higher D values, as in 066, but they stopped.

Their next figure is somewhat conceptually challenging, but I'll try to break it down:
Figure 2, Linkerhägner and Oelze 1995
It shows the inverse of the yield, Y (which is, in this case, grams of biomass produced per mole of substrate [glucose] consumed) on the y-axis, and the inverse of the dilution rate D on the x-axis. The different symbols are the two strains and two oxygen concentrations, but the strains are virtually identical, so all you need to know is that the top line is higher oxygen and the bottom is lower.

So what does this mean? Well, since Y is biomass per glucose, 1/Y must be moles of glucose consumed for each gram of biomass produced. Seems about right; 0.1 moles per gram, i.e. 18 g glucose per gram of biomass.

Since D is the rate at which the cells in the chemostat get diluted by in-flowing fresh medium, 1/D is called the retention time: the amount of time, in hours, for one full volume of culture to be replaced with fresh medium. So if there is 1 liter of culture in the reactor (for example; the paper doesn't clearly say), then 1/D is the time it takes for 1 liter of fresh medium to flow in and 1 liter of culture to be removed at the same rate.

So overall, what this graph is saying is that as the time taken to dilute out the culture increases, the cells consume more glucose to produce the same amount of biomass. In other words, as medium is added and removed more slowly, the cells' use of substrate for growth is less efficient.

What's the point of this graph? Well, you'll notice that the points make linear patterns that converge to a single Y-intersect. This intersect is at a 1/D of 0, meaning that it takes zero time to replace a single volume of culture; so D = infinity. Obviously this is impossible, and no cells could grow fast enough to keep up, so this is just a theoretical maximum. But the Y-value is non-zero; it's about 1/Y = 0.05 moles glucose per gram biomass. When you invert this to get Y = 20 g biomass per mole glucose, this is, in fact, the theoretical maximum yield for these cells in this medium. The most biomass they can produce from 180 g glucose is 20 g. 

The other thing valuable about this graph is the slope of the lines. Since slope is change in y over change in x, the value here is effectively 1/Y over 1/D, or D/Y, which is to say, the sucrose consumed per increase in biomass per hour. Somehow, from this, it's possible to derive the cells' maintenance coefficient, which is related to the minimum amount of substrate that the cells need to persist at all, even without growing. You can't decrease the amount of food you give them below a certain amount, because they will not be able to maintain their basic life support functions, let alone grow and divide.

I'm not sure how to derive the maintenance coefficient from this graph (have to do some more studying), but it's clear that, at the higher level of oxygen, the cells' yield drops more dramatically as the dilution rate slows down than at the lower level of oxygen. So higher oxygen decreases their efficiency of substrate utilization. According to the authors, the cells require 1 mmol glucose to maintain each g of protein at the lower oxygen, and 16 mmol at the higher. Big difference.

Since both strains were identical in the same conditions, neither seemed to have an advantage in theoretical yield or maintenance requirements over the other.

There's more to the paper. They measured the levels of each adenine nucleotide (ATP, ADP, and AMP) in each strain at three different dilution rates, and didn't see any significant differences between the strains.

They also estimated respiratory activities by measuring the oxygen and hydrogen going into and coming out of the reactor.
Figure 3, Linkerhägner and Oelze 1995

For hydrogen, not surprisingly, the wild-type produced much less hydrogen in all conditions than the hydrogenase-knockout strain. Hydrogen increased as D increased (since more glucose was being fed in at higher dilution rates). Oxygen being high or low didn't affect anything in the mutant, but the parent produced about 10x more hydrogen at higher oxygen (though it's hard to see here); probably this is because oxygen inhibits the hydrogenase. This confirms that the mutant is losing hydrogen and the wild-type is not, as expected. (Interestingly, while the widely-accepted figure for hydrogen produced per nitrogen fixed is 1 mole per mole, the mutant strain here consistently gave an amount averaging around 2 moles per mole. Not sure what to make of that.)

Both strains produced the same amounts of fixed nitrogen, increasing with increasing D but independent of dissolved oxygen. So hydrogenase wasn't protecting the nitrogenase from oxygen at all, as some have thought.

Finally, Linkerhägner and Oelze calculated the amount of oxygen consumed as the wild-type oxidized the hydrogen it produced. Not surprisingly, respiration in general was higher at higher dilution rates and also at the higher level of oxygen. The parent and mutant strains' respiration rates were pretty similar; the calculated amount that respiration with hydrogen contributed to total respiration was quite low, around 3% at the lower oxygen and 0.5% at the higher. This is somewhat surprising, because the maintenance requirement is higher at higher oxygen, so the hydrogenase should be more helpful. On the other hand, it wouldn't work as well because of the oxygen.

Since the hydrogenase contributes so little to the cells' respiration, it seems like it doesn't help the cells very much in terms of recouping energy costs of nitrogenase. Maybe the hydrogen respiratory chain is more efficient than the normal one, generating more ATP for the same amount of proton motive force, but the authors cite some papers allegedly suggesting that it isn't.

So here's another example of these authors challenging the paradigm of the time, saying that hydrogenase isn't very helpful for the cells' energy metabolism. Their data seems pretty convincing, but I could be missing something. It'd probably be wise to check out papers that cite this paper and 066, to see what other researchers have to say about these results.

Citation: Linkerhägner, K. & Oelze, J. Hydrogenase does not confer significant benefits to Azotobacter vinelandii growing diazotrophically under conditions of glucose limitation. J. Bacteriol. 177, 6018–6020 (1995).

Tuesday, November 5, 2013

034 - NifB and NifEN protein levels are regulated by ClpX2 under nitrogen fixation conditions in Azotobacter vinelandii

Biological nitrogen fixation (turning N2 gas into usable forms for protein and such) is an energetically expensive process, requiring large amounts of resources the cell could devote to other purposes; however, if that's the only available source of fixed nitrogen, it's worthwhile, because the alternative is paralysis, essentially.

However, being such an expensive process also means that cells will try to regulate its use very tightly, making sure only to use it when it is absolutely necessary. This is different for different organisms; some regulate the same way all the time, some photosynthetic microbes turn everything off or on depending on available light, etc.

Assembly of the nitrogenase enzyme is a very complex process that requires complex regulation as well. This study looks at the regulation of the molybdenum-containing nitrogenase, the primary one, especially the nifB and nifEN genes. NifB is a protein that seems to help synthesize the Mo-containing cofactor essential for the nitrogenase; it also seems to work for the vanadium- and iron-containing cofactors of the alternative versions. The cofactor that NifB makes transfers to the NifEN complex, which adds the Mo for the nitrogenase. This NifB process seems to be a key point for regulating the entire process.

The nitrogenases each have an activator that helps regulate them: nifA, vnfA, and anfA, and these all influence nifB production. But there are probably other genes involved. For example, Azotobacter vinelandii has a gene called clpX2 in between two other nitrogenase-related genes; clpX encodes a common protease that breaks down proteins that are deformed or no longer useful, but clpX2, while seemingly related, is different. It's sometimes found in nif gene clusters in other species, and knocking it out doesn't disrupt nitrogen fixation; rather, it may increase it.

This study looks more specifically at ClpX2's role in regulating nitrogen fixation in A. vinelandii. To do this, they made new strains with modified genes involved in this process:

  • UW233: NifB only works when chemical called IPTG is present; can't fix nitrogen otherwise
  • UW238: nifB is IPTG-inducible; nifENX is deleted
  • UW295: nifB is IPTG-inducible; nifA is deleted
  • UW318: clpX2 fused to lacZ; produces more yellow color from ONPG when clpX2 expressed
  • UW319: clpX2 fused to lacZ and nifA is deleted
  • UW322: lacks clpX2 gene

UW233 allowed them to control when NifB was produced. They found that when cells were growing with ammonium (a source of fixed nitrogen), not fixing nitrogen, they accumulated higher levels of NifB. This is probably because the cells consume NifB when fixing nitrogen; after removing IPTG from the cells' medium, they stopped producing NifB, but those growing in ammonium still had fairly high levels of NifB even after a few hours, while those fixing nitrogen lost most of theirs.

In UW238, NifB accumulates to higher levels regardless of whether or not ammonium is present, so the NifENX proteins seem to be involved in NifB's regulation. In UW295 when nifA is missing and all the major nif genes are silent, NifB disappears more quickly in both conditions; it seems that whatever is degrading NifB isn't activated by NifA.

Using UW318, the authors discovered that clpX2 was expressed more when fixed nitrogen was absent and the cells were fixing nitrogen, so ammonium seems to downregulate it. UW319 revealed that NifA was not necessary for clpX2 expression either; in fact, expression was higher when nifA was deleted. Why is unclear. Semi-quantitative RT-PCR confirmed these results.

So then the question is, how is ClpX2 involved in regulation of NifB and NifEN? So of course they deleted the clpX2 gene to get UW322. The main difference in this strain was that levels of NifB and NifEN were higher than usual, much higher; it seems that ClpX2 plays a big role in their turnover.

However, deletion of clpX2 comes with a price. When fixed nitrogen was present, the cells grew fine, but when fixing nitrogen they slowed down a little, and the initial setting up of nitrogen fixing was slower too.

One interesting specific effect requires a bit of explanation: the Mo nitrogenase has two main components, which are the main part that contains the Mo cofactor and does the actual reaction with nitrogen, called the dinitrogenase; and the dinitrogenase reductase, which kinda recharges the dinitrogenase and prepares it for the next round of reactions. Having these present in different ratios can affect the overall rate of the process.

But what the authors found in UW322, with clpX2 missing, was that there was much more of the Mo-cofactor-containing dinitrogenase than there was normally, while levels of dinitrogenase reductase remained the same. So maybe ClpX2 holds in check the production of dinitrogenase somehow, so the ratios of the two components are optimized.

The authors hypothesized that ClpX2 might provide an advantage when iron is scarce, because the proteins it regulates are both involved in directing a lot of the cell's iron into nitrogenase cofactors, so they tested in low-iron conditions. UW322 seemed to have a slightly greater disadvantage when fixing nitrogen with limited iron than when fixing nitrogen with sufficient iron, but I'm not sure it looks that significant. Could be.

So here's the figure they made to explain their results, showing the regulation pathways:
Figure 10, Martinez-Noël et al. 2011
It doesn't really specify how ClpX2 might repress those proteins (i.e. by their degradation probably); nor is it clear how ClpX2 itself is regulated. But it is interesting.

Citation: Martínez-Noël, G., Curatti, L., Hernandez, J. A. & Rubio, L. M. NifB and NifEN protein levels are regulated by ClpX2 under nitrogen fixation conditions in Azotobacter vinelandii. Molecular Microbiology 79, 1182–1193 (2011).

Tuesday, October 22, 2013

023 - Genome Sequence of Azotobacter vinelandii, an Obligate Aerobe Specialized To Support Diverse Anaerobic Metabolic Processes

One good way to learn a lot about a bacterial species, or at least to get a lot of hints about what it might do or be capable of doing, is to sequence its genome. So that's what a bunch of people decided to do with Azotobacter vinelandii. It makes sense, since this organism is one of the better-studied ones and has interesting capabilities, such as nitrogen fixation.

The strain they chose was called DJ, a variant of the wild-type strain CA. DJ is supposed to be easier to manipulate genetically than its parent. So they sequenced its entire genome, but focused mainly on the surprising amount of oxygen-sensitive enzymes they found in an obligately aerobic organism.

The method of sequencing, for those who care, was plain shotgun Sanger dye-terminator sequencing after generating a clone library. (Apparently, for some reason, Monsanto did a lot of the work.) I guess this was before the next-generation sequencing technologies were available or affordable. And teams of undergrads did much of the work labeling genes and such.

Overall, the genome is pretty similar to that of pseudomonads, especially Pseudomonas stutzeri (another nitrogen-fixing soil microbe). Some of their genes have been rearranged compared to each other, though, and A. vinelandii has almost 1,000 more genes.

In terms of energy-generating systems, A. vinelandii's genome has all the genes needed for aerobic metabolism but seems to lack any complete system for anaerobic respiration or fermentation. It is well-equipped for aerobic respiration though, which it seems to use to consume large amounts of oxygen that would otherwise damage its nitrogenase and other enzymes. The other mechanism it has to protect its nitrogenase is called the FeSII or Shethna protein, which can temporarily deactivate the nitrogenase when oxygen is too high, protecting it from damage.

The sequence showed the precise location of each set of nitrogenase genes relative to each other. They're somewhat spread out. It also located the mod genes for molybdenum (Mo) transport and the hox genes of the uptake hydrogenase (which are pretty close together). Though it turns out there is a second set of genes similar to the original mod operon elsewhere in the genome, that may be a second Mo transport system. Possibly even a third set right next to the first, but it's not certain what it does.

Somewhat interesting is a set of genes that are similar to something called carbon monoxide dehydrogenase (CODH) that is present in some anaerobic organisms. This can convert CO to CO2 and H2, effectively using it as an energy source instead of something toxic. But it's not certain whether this is functional in A. vinelandii at all. It may be related to some genes that seem to be related to soluble hydrogenases in other organisms, but their function isn't clear either.

A. vinelandii, some strains of it at least, is well-known for producing certain polymers: polyhydroxybutyrate (PHB), which can be used to make a kind of bioplastic; and alginate, and kind of mucusy stuff that has various uses too. The strains that make alginate are rather slimy and hard to work with, and supposedly this provides a further barrier against oxygen poisoning, but strains CA and DJ don't make it, and this sequence revealed why: a transposon inserted itself in the middle of a regulatory gene, inactivating it. That's all it takes.
The genes for PHB synthesis seem to be intact though.

Knowing the sequence of an organism is very helpful; if you want to check for new capabilities, you can just check the genome. So this is a good study.

Citation: Setubal, J. C. et al. Genome Sequence of Azotobacter vinelandii, an Obligate Aerobe Specialized To Support Diverse Anaerobic Metabolic Processes. J. Bacteriol. 191, 4534–4545 (2009).