The consortium obtained from inoculating the original sample in rich media showed a notorious influence on the corrosion process of the metal alloys exposed to it, which can be seen as soon as 14 days after exposure. This acceleration of corrosion, in comparison to the abiotic control, was accompanied by an acidification of the media. This was most likely the result of the accumulation of metabolites or metabolic end-products in the extracellular environment of the consortium. Furthermore, when the effect of low pH was tested on coupons incubated in acidic sterile uninoculated media, clear signs of corrosion were visible in the aluminum alloy, supporting the idea of corrosion resulting from the acidic pH produced as a consequence of the metabolic activity of bacteria and the different metabolites they produce and release, including organic acids. A higher concentration of protons in the surface of the metal alloy primes the material for oxidation and degradation, as the redox potential is inversely correlated to the pH at which electron exchange takes place. As evidenced by the results here obtained, pH 4.0 by itself is sufficient to induce corrosion on aluminum alloy 7075. When SEM was used to analyze the corroded coupons, a localized damage was observed on the AA7075 exposed to consortium cultures, with pitting on the places where bacterial biofilm was forming. The coupons exposed to media adjusted to pH 4 showed scattered pitting in various sites on the surface of the alloy. This suggests that the lowering of pH is in itself sufficient for the corrosion of the alloy, although the presence of the biofilm still induces localized damage where it grows. Recent investigations suggest that accumulation of acidic metabolites in bacterial EPS are an important contributing factor for corrosion (Wang et al., 2020).
Microbial community analyses of the planktonic and biofilm consortium cultures showed no major difference at the genus level, in the bacterial community present in the planktonic fraction and the biofilm of the consortium cultures, showing a great predominance of Bacillus. It should be noted, however, that the community composition here presented is unlikely to be an exact representation of the community present in the original sample site, as the rich media provided to the microorganisms with all certainty had an effect over their ecological dynamics. Still, the community recovered on the enrichment media retained its capacity to induce corrosion, as shown in the corrosion assays against AA7075, and the phenomenon occurred even when carbon sources were available and abundant for the bacteria.
In general, it is difficult to correlate a certain genus to metal corrosion, as it has been previously shown that some bacteria, such as those from the Bacillus genus, can either accelerate or inhibit metal corrosion (Juzeliūnas et al., 2006; Karn et al., 2017). Some of the genera detected in our analysis of the consortiium have been reported to be thermophilic in nature, including Thermoanaerobacterium and Anoxybacillus. A very recent work reports the presence of bacteria from the genus Thermoanaerobacterium in the microbial community growing at corrosion sites in oil plant pipelines (Nasser et al., 2021). This genus has also been shown to be able to corrode metal surfaces (Lan et al., 2012). The identification of an Anoxybacillus in the context of biocorrosion is unusual, and to the best of our knowledge rarely reported before. The 16S rRNA sequence of the one present in the consortium here studied has less than 97% identity with its closest match on the database used, which could mean that it is an uncharacterized species. The expanding list of bacteria involved in corrosion suggests that this characteristic is widely distributed, and not limited to certain genera (Dou et al., 2021).
The determination of the composition and structure of the EPS secreted by bacteria is relevant to understanding and remediating biocorrosion, as it is the main mechanism of adherence of bacteria and what makes biofilms so recalcitrant. Here we report seven different monosaccharides conforming the EPS and the glycosyl linkages that connect them. In theory, one could use this information to develop an enzymatic method for dismantling the EPS, specifically targeting the linkages found. The studied EPS showed high percentage of 3,4-Man and 4-Man residues (Table 3), which theoretically indicates the EPS could be dismantled using Mannan endo-1,4-beta-mannosidase enzymes (EC 3.2.1.78). Ideally, the three-dimensional structure of the polysaccharides involved should be determined for the design of useful enzymatic treatments, being NMR a powerful tool for the analysis of polysaccharide structures (Yao et al., 2021). A commonly discussed disadvantage of enzymatic treatments is their expensive nature, which makes large-scale application unfeasible in infrastructure (Little et al., 2020a). However, they can be useful for localized treatment of specific surfaces affected by corrosion, induced by microbial colonizers.
An aspect of these results to discuss is the ribose found in the polysaccharides of the biofilm. In some cases, D-ribose has been shown to inhibit the formation of biofilms (Lee et al., 2014). Alternatively, the presence of this glycosyl residue could imply RNA remnants in the sample, because it is not commonly found in bacterial biofilms. Nonetheless, these samples were treated with TCA to eliminate nucleic acids and proteins, and no deoxyribose or peptides were found in GC/MS, indicating that the TCA precipitation was probably successful.
In the glycosyl linkage analysis, ribose appears as terminal ribofuranosyl residue and 2-linked ribofuranosyl residues. This does not correspond to the ribosyl residues expected to be found in RNA, where ribose is linked to the nitrogenous bases at carbon 1, and to phosphate at carbon 5. Still, the presence of an unidentified peak in GC/MS analysis of the reduced polysaccharides could be attempted to be explained as resulting from the presence of nucleotide. But if this was the case, it would be possible to distinguish between the four different types of nucleotides in the chromatogram. All this considered, it seems likely that ribose is, in this case, a structural component of the biofilm herein studied. This, albeit unusual, is not without precedent, as ribose can be found in the biofilm formed by some species (Dominguez et al., 2018, Lembre et al., 2012).
The mechanisms by which thermophilic bacteria participate in corrosion are poorly understood. A bulk of research suggests that MIC is caused by the production of metabolic byproducts (Kip et al., 2015; Lahme et al., 2019). The acidification of the media reported here, as discussed above, could support this hypothesis. In the case of SRB, hydrogen sulfide production is an obvious candidate for explaining the influence on corrosion. In the present study, no sulfate reduction activity was measurable in the consortium cultures, ruling out the presence of active SRB in the bacterial community isolated from our initial sample. This result was expected, as in the 16S rRNA gene community analysis no genera associated to SRB were found. The acidification observed could be the result of the production of organic acids by bacteria, or active release of protons to the media, as a consequence of metabolic activity. The involvement of organic acids in bacterial influenced corrosion has been previously discussed in the literature (Salvarezza et al., 2007).
Interestingly, the cosortium under study was also found to produce hydrogen gas (H2). This fact is also relevant to corrosion, as biological activity has been linked to hydrogen embrittlement, a phenomenon caused by adsoprtion of the gas over metallic surfaces, directly damaging the material and causing desagregation of grains (Biezma, 2001; Quej-Ake et al., 2020). The mechanisms through which H2 is capable of damaging aluminum alloys has recently been proposed (Zhao et al., 2022). Although hydrogen production usually occurs under anaerobic conditions, it is known that in biofilm forming bacterial communties, anaerobic microenvironments are formed at the inner layers of the biofilm, in contact with the surface over which it is formed. Hydrogen production by this consortium is likely one of the compounding factors in its capability of inducing corrosion.
Proteins, including enzymes, are present in the extracellular environment of biofilms. Among them, redox enzymes are relevant in the context of biocorrosion, as they can produce the accumulation of oxidizing agents, which increase the corrosion potential in the surface of affected materials. The presence of catalase activity was found in the supernatant of the consortium cultures herein studied. Catalase has been reported to play a role in corrosion in electrochemistry studies using immobilized enzymes (Landousli et al., 2008). Although further work must be done to stablish a causal link between catalase secretion by bacteria and corrosion in a situation involving living cells, it must be noted that the involvement of catalase has been reported in different works regarding MIC (Atalah et al., 2019; Baeza et al., 2012). As more studies evaluate the secretion of redox enzymes by corrosion inducing microorganisms, a clearer picture of the mechanisms involved will emerge.