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Most complex discoveries start with simple questions.
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I am not familiar with statistics, but the statement is certainly true for several big scientific discoveries, which started with the simplest of ideas and observations (gravity works, light travels pretty quickly, the level of water rises when we enter the bathtub, etc.). The explanation of these phenomena is usually more complex than the question itself, but without the easy question, without
“Making the simple complicated is commonplace; making the complicated simple, awesomely simple, that’s creativity” (in: Nixon, 2020, p. 4). The author of these words, Charles Mingus, a legendary jazz player, just flattered a lot of my fellow scientists, suggesting that they are one of the most creative creatures on earth. I would not be that generous in my judgements, but I do have to agree that there is some truth in the statement.
Let us think of a deduction process composed of four stages: (1) a simple question; (2) a complicated analysis; (3) a simplification that allows understanding the problem and adjusting an experimental approach; (4) the simple answer.
Now let me make what I just wrote simpler, by showing some examples from my field of studies. In bioinorganic chemistry, the general, simple question is: why do living creatures need metal ions? And what happens, if something ‘goes wrong’ in their availability or distribution?
Sounds easy, right? This easy question led to an avalanche of discoveries, allowing us to understand insights into the molecular workings of metalloenzymes, anticancer drugs, the human brain and pathogenic bacteria. And it all started with simple questions.
Let me give you an example:
1 The Simple Question
Let’s be more precise in the question we want to ask, and narrow the general “why do living creatures need metal ions?” to “why does the stomach ulcer-causing bacteria need nickel ions?”. This relatively simple question is a consequence of scientific curiosity, inspired by the discovery of Helicobacter pylori (H. pylori). Now, thirty years after Barry Marshall drank a suspension of the bacteria to prove that it is the cause of stomach ulcers, it is obvious that is the Gram-negative H. pylori, which colonizes the gastric mucosa in humans, causing acute and chronic gastritis, peptic ulcer disease, gastric carcinoma, and gastric lymphoma (Kusters et al. 2006). It is estimated that about 40–50% of the adult population in developed countries, and up to 90% of adults in developing countries can be infected with H. pylori and new, non-antibiotic treatments are still being looked for.
Coming back to the topic: why does H. pylori need Ni2+ ions? What happens when it doesn’t get any, and how can we make it happen?
2 The Complicated Analysis
The answer starts in a relatively simple way – H. pylori produces an assortment of factors in order to adapt to the extremely acidic environment of the stomach. We have to keep in mind, that although the bacterium successfully inhabits the extremely low pH of the stomach, it multiplies in an environmental pH from 6.0 to 8.0 and cannot survive at pH below 4.0 (Morgan et al., 1987).
To survive in those unwelcoming living conditions, H. pylori depends on two nickel-containing enzymes, urease and hydrogenase. The dinuclear Ni2+-containing urease accounts for about 10% of the soluble cellular proteins (Bauerfeind et al., 1997), catalyzes the hydrolysis of urea into carbon dioxide and ammonia and therefore neutralizes the low gastric pH around the bacteria (Scott et al., 2002). The activity of urease critically depends on the availability of nickel – a functional urease complex requires 24 Ni2+ ions (Hawtin et al., 1991). Another factor is a membrane bound [NiFe] hydrogenase, which permits respiratory based energy production for the bacteria in the mucosa (Olson & Maier, 2002). Most of the bacterium’s metal metabolism is centered upon the expression and maturation of those two Ni2+- dependent enzymes (which is not a surprise, because the task is quite challenging – the concentration of Ni2+ in human plasma is as low as 0.44 nM) and a set of at least 22 accessory proteins involved in the homeostasis of nickel is needed for their activation (Mehta et al., 2003). Understanding this mechanism is a crucial basis for developing new, highly specific treatments that would aim at the “weak point” of this machinery. Since the number of people resistant to standard therapy (two antibiotics and a proton pump inhibitor) is rapidly increasing (over 20% do not respond to the therapy at all), new solutions in the treatment of ulcers are still being looked for. One of such therapies is a group of drugs based on bismuth (III) salts. Currently, there are three different salts available on the market – bismuth subsalicylate (in Pepto-Bismol), colloidal bismuth subcitrate (in De-Nol) and ranitidine bismuth citrate are commonly used for the treatment of peptic ulcers, caused by the presence of H. pylori. How do they work? It is tempting to think that Bi3+ is able to displace Ni2+ from its binding sites. Which proteins look as if they could bind both metals? How can we find out how bismuth ions work, without getting lost in the complicated network of the large and numerous nickel-binding proteins (Figure 15.1)?
What should we start with, trying to answer our ‘simple’ (now it sounds ironic…) question? A good starting point would be a protein that has potential good metal binding sites in unstructured regions.
HspA, Hpn and Hpn-like are good examples of such.
The complex system of nickel homeostasis in H. pylori
Two other proteins that could be ‘suspected’ of being excellent nickel binders are the extremely His-rich Hpn and Hpn-like, two of Helicobacter pylori’s cytoplasmic proteins involved in the homeostasis of nickel. Almost half
Now, having those proteins in mind, let us again ask: what happens, when something ‘goes wrong’ with nickel distribution in H. pylori? To answer the simple question, it will be necessary to make several simplifications of the complex system.
3 The Simplification
In this case, the simplification is based on working with model systems – peptides, which are representative unstructured fragments of the studied nickel binding proteins, ‘suspected’ of being the metal binding site. Simple: the idea is to work with the metal binding site, not with the full protein, and to precisely determine the affinity binding constants to each of the potential metal binding sites or to investigate peptide recognition. Or, even simpler: we chop up the protein into smaller pieces and we check where the metal binds most strongly or we check if the two regions interact with each other.
This simplification has several limitations that we have to be aware of. It would not be particularly useful if the studied protein region had a pre-defined structure, or was a membrane protein (I will come back to this point later, now the plan is to make things simple; the verification process will follow).
Let us first focus on the C-terminal part of HspA. Its eight His and four Cys residues among 27 amino acids (GSCCHTGNHDHKHAKEHEACCHDHKKH) make it a tempting nickel binder. Keeping in mind, that the N-terminal domain has the function of a heat shock protein, and is not involved in nickel homeostasis, and that the C-terminal domain (absent in other species) is unstructured and very probable to chelate metal ions, it is reasonable to focus on domain B only. The shorter the studied region, the more precise thermodynamic data we are able to obtain about its metal complex (not even to mention the lower costs and easier handling of the sample …).
Indeed, Ni2+ ions make a thermodynamically strong square planar complex with two sulfurs of neighboring cysteine residues and to the amide between
A. A scheme of Heat Shock Protein A from H. pylori
B. A suggested scheme of the structural rearrangement of HspA upon Bi3+ addition; only the front subunit is highlighted (Cun et al., 2008)
The finding was confirmed by the biological study, which showed that Bi3+ induces the changes in quaternary structure of the protein, making it refold from a native heptamer to a dimer (Cun et al., 2008). The binding is irreversible at physiological pH, which clearly indicates that bismuth may inhibit the biological functions of HspA (Cun et al., 2008).
How about the abnormally histidine-rich protein, Hpn? It mostly exists as an unstructured multimer in solution, with each 7 kDa monomer binding 5 nickel ions at pH 7.4 (Ge et al., 2006). Bacteria lacking Hpn, cultured in vitro have an increased response to therapeutic forms of bismuth (Mobley et al., 1999). How does this happen, what are the details of Ni2+ and Bi3+ coordination to this protein?
A striking feature of Hpn, apart from the impressive amount of histidines, is a variety of available binding sites for metal ions. Nickel, native to the protein,
The ‘simplified’ approach allowed an understanding of the behaviour of a polyhistidyl fragment of Hpn (Ac-THHHHYHGG-NH2) in a complex with Ni2+. The coordination properties of this so-called wild-type fragment were compared with those of its six analogues, in which consecutive residues (His or Tyr) were replaced by Ala (Ala-substitution or Ala-scan approach) resulting in Ac-TAHHHYHGG-NH2, Ac-THAHHYHGG-NH2, Ac-THHAHYHGG-NH2, Ac-THHHAYHGG-NH2, Ac-THHHHAHGG-NH2 and Ac-THHHHYAGG-NH2 peptides, respectively. This approach allowed to conclude that the fourth His residue is critical for the binding of Ni2+ and that the effectiveness of binding varies even if the substituted amino acid does not directly bind. Moreover, we showed that the metals cannot bind to four consecutive histidines (Witkowska et al., 2012).
Binding modes of nickel to the Hpn sequences discussed above – HHYH, MAH and CC
Another fun fact about Hpn and Hpn-like: the more glutamine residues they have, the stronger they coordinate metal ions. The ‘simplified’ approach was used to study the interactions of Ni2+ with several N-terminal domains of Hpn and Hpn-like proteins from H. pylori, each with a different number of glutamine residues, but with the same albumin-like metal binding mode. Experimental results, in very good agreement with theoretical findings, lead to the not-at-all obvious conclusion that the stability of metal complexes distinctly increases with the number of glutamine residues present in the peptide, although glutamine side chains do not directly take part in coordination. Most probably forms a network of hydrogen bonds which protects the metal binding site from water molecules. This peculiar finding allows one to look at polyglutamine sequences, not only the ones present in some bacterial chaperons but also those involved in several neurodegenerative diseases, from a new perspective (Chiera et al., 2013).
4 The Simple Answer
Helicobacter pylori depends on urease and hydrogenase to survive in the acidic environment of the human stomach. Both of the two enzymes need nickel ions, which is why the bacteria express numerous proteins that ensure the proper distribution and storage of Ni2+. Moving in the world of H. pylori’s protein interactions with metals, using model systems – unstructured protein fragments, which are ‘suspected’ of being metal-binding sites, we can point out the regions with the highest affinity towards nickel and prove that the component of commonly used antiulcer drug, bismuth, may inhibit nickel dependent proteins of this bacterium – thermodynamically, bismuth complexes are over ten orders of magnitude more stable than nickel ones and Bi3+ is able to displace Ni2+ from its Cys-rich binding sites (Rowińska-Żyrek et al., 2010), disrupting the homeostasis of nickel and causing nickel deficiency during post-translational modifications of urease and hydrogenase.
‘Making the complicated simple, awesomely simple’– a series of cases
Until recently, ribozymes (‘enzymes’ composed solely of RNA) were found only in lower organisms. The discovery of the human CPEB3 ribozyme, related to the Hepatitis Delta Virus (HDV, Figure 15.4B) one, was an enormous breakthrough.
This ribozyme is a highly conserved, mammalian, self-cleaving, non-coding RNA located in the second intron of the cpeb3 gene (Salehi-Ashtiani et al., 2006). This gene encodes a cytoplasmic polyadenylation element binding protein that promotes the elongation of the polyadenine tail of messenger RNA and mediates germ cell development, synaptic plasticity, learning and memory; it has also been suggested to adapt prion-like conformations. The CPEB3 protein is rather well studied, yet surprisingly little is known about the CPEB3 ribozyme itself. Most of the available information is based on comparative studies with the structurally and biologically related HDV ribozyme. Despite having divergence in base sequences, both the viral HDV and the human CPEB3 were predicted to form the same base pairing interactions, which result in a pseudoknot structure (Webb et al., 2009). How to verify the formation of the predicted nested double pseudoknot in solution and how to get an understanding of the structure-function and metal ion binding-function relationships of this 67 nucleobase-long ribozyme? The NMR structure of the whole construct is highly desirable (and highly complicated to obtain), as well as NMR-monitored Mg2+ titrations, to characterize specific metal binding sites and structural changes within the ribozyme upon addition of the metal ions.
NMR proton resonance assignment of the CPEB3 ribozyme was a huge challenge because of the severe spectral overlap in the [1H,1H]-NOESY spectra, which is mainly due to the large size of the ribozyme. All assignments were made in spectra of partially deuterated CPEB3 RNA, in which line widths were drastically improved compared to the spectra of natural abundance samples. The assignment was supported by using different labelling schemes for the CPEB3 RNA, which helped to select for [1H,1H]-NOESY or [1H,15N]-HSQC correlations belonging to certain nucleotides. Four samples with only one NMR-visible (natural abundance) nucleotide (with the remaining three being fully deuterated ones) were also analyzed (Rowińska-Żyrek et al., 2014a).
Still, no clue about structure? Keep it simple; apply the ‘divide and conquer’ strategy – use three small model constructs for the P1 and P2 helices and for the P4 hairpin (Figure 15.4C). This simple idea was an absolute hit – results obtained for the three separate regions allowed solving their structures and facilitated the assignment of the full-length CPEB3 ribozyme spectra (Rowińska-Żyrek et al., 2014b).
Another example of an approach that makes the complicated simple? Understanding the interactions of Zn2+ with zincophores and zinc transporters from Candida albicans (C. albicans), the most common cause of fungal infections in humans.
C. albicans, although usually a commensal fungus, it is the most common cause of candidiasis – a condition that encompasses infections that range from
Secondary structures of (A) the genomic HDV ribozyme (B) the CPEB3 ribozyme (C) the small model constructs P1, P2 and P4 used for resonance assignment; the nucleotides added to the natural sequences are shown in grey
Candida albicans relies on a mechanism of zinc uptake. It is based on a secreted protein, which specifically binds Zn2+, Pra1, the so-called ‘zincophore’, a small, 299 amino acid secreted zinc-binding protein, which can sequester this metal from the environment and re-associate with the fungus via a co-expressed, genetically-linked membrane transporter, Zrt1. Citiulo et al., (2012) elucidated the mechanism of C. albicans zinc acquisition from host cells: (1) after the host cell invasion Pra1 (pH-regulated antigen 1, the previously mentioned zincophore), is expressed due to the alkaline pH and low amount of soluble zinc of the intracellular environment (Sentandreu et al., 1998; Outten & O’Halloran, 2001); (2) the protein is secreted and released from the fungal cell surface, predominantly in the hyphal form; it is required for hyphal extension and causes endothelial damage of the host (De Bernardis et al., 1998); (3) it binds host cellular zinc (either free cytosolic or bound to host protein); and (4) returns to the fungal cell via physical interaction with Zrt1, a membrane transporter, to deliver the bound metal ion (Figure 15.5) (Citiulo et al., 2012).
How to understand the bioinorganic chemistry of this process, to point out the Zn2+ binding sites in both Pra1 and Zrt1 and understand the thermodynamics of the Pra1-Zn2+-Zrt1 interaction?
As you might already be guessing, our approach involves working on both full-length proteins and model systems (unstructured parts of proteins) in order to identify those regions in Pra1, to which bind zinc with the highest affinity and those which are recognised by Zrt1. Several unstructured regions of Pra1 and Zrt1 can be used to perform a structural and thermodynamical analysis of their complexes with Zn2+, being a stepping stone towards finding new, fungus-specific treatments based on parts of zincophores coupled with an imidazole- or triazole-based antifungal drugs.
Verification of the simplification procedure? The best one would be performing growth promotion studies, indicating whether these Pra1 fragments are able to transfer zinc into fungi, and therefore act like zincophores.
Schematic model of C. albicans zinc scavenging from host cells. After invasion of the host cell, Pra1 is expressed and secreted. It binds zinc, either in the form of free Zn2+ (extremely sparse in the cellular pool) or from zinc-binding proteins of the host. Reassociation with C. albicans cell surface and Zn2+ transport into the cell occurs via a Pra1-Zrt1 interaction
And second, it is of major importance to be aware of the obvious limitations of the method. A pre-defined structure of the biomolecule or a tertiary interaction with another group is a serious limitation.
Having started the chapter with a quotation, I will also finish it with one. I think one attributed to Albert Einstein fits: “Make everything as simple as possible, but not simpler” (Robinson, 2018).
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