The Ecology of Acidobacteria: Moving beyond Genes and Genomes

1Although the Acidobacteria were only recognized as a phylum relatively recently, their abundance across a range of ecosystems, especially soils, has demanded research into their ecology. 16S rRNA gene-based approaches as well as environmental shotgun metagenomic analyses have revealed that the Acidobacteria represent a highly diverse phylum resident to a wide range of habitats around the globe. However, despite their high abundance and diversity, we still have relatively little information regarding the actual activities and ecology of members of this phylum, a shortcoming that can be attributed to a large extent to the difficulties in cultivating the majority of acidobacteria and their poor coverage in bacterial culture collections. However, environmental surveys have provided insight into some the environmental factors that may drive acidobacteria dynamics, such as pH and nutrients.

2In 2009, the first sequenced genomes of acidobacteria strains became available, providing preliminary genetic insights into the potential physiology and environment functions of several members of this phylum. In these first genomic studies, five aspects of physiological received particular attention: (i) carbon usage, (ii) nitrogen assimilation, (iii) metabolism of iron, (iv) antimicrobials, and (v) abundance of transporters. Besides genome sequencing of cultivated isolates, addition information regarding genomic properties of acidobacteria has been derived from metagenomics studies.

3In this review, we couple the complementary data coming from physiological, genomic and metagenomics studies to seek a better understanding of the role of Acidobacteria in the environment, thereby providing some initial insights into the ecology of this important phylum. We aim to not only give a more complete picture of the current knowledge of Acidobacteria, but also seek to provide a solid base for future experiments geared toward gaining a better understanding of the ecological roles played by members of this phylum.

4The introduction of molecular biological strategies into microbial ecology over the past decades has yielded a new perspective on the breadth and vastness of microbial diversity. The phylum of the Acidobacteria is one of the bacterial lineages that has profited most from the cultivation-independent interrogation of environmental samples. Indeed, in the past two decades, this phylum has grown from being virtually unknown to being recognized as one of the most abundant and diverse on Earth. This phylum is particularly abundant in soil habitats that can represent up to 52% from the total bacterial community and averaging approximately 20% of the microbial community across diverse soil environments.

5Although 16S rRNA gene sequences related to the Acidobacteria were obtained as early as 1993 it was only in 1997 that they were associated with sequences belonging to cultured members of the current Acidobacteria phylum. Based on phylogenetic analysis of 16S rRNA gene sequences, the Acidobacteria phylum raised from the originally described four to six subdivisions to over eight subdivisions in 1998 and in 2005 this number increased to 11 deeply branching and strongly supported subdivisions. Currently there are 26 accepted subdivisions in the Ribosomal Database Project. The first recognized strain and species of the phylum Acidobacteria was Acidobacterium capsulatum obtained from an acid mine drainage in Japan. Although the second isolate belonging to this phylum was Holophaga foetida first described in 1994, it was not initially recognized as related to Acidobacteria capsulatum. Instead, it was thought to belong to the phylum Proteobacteria. A few years later, a closely related bacterium named Geothrix fermentans was isolated and subsequently another closely related bacterium Acanthopleuribacter pedis, the first acidobacteria obtained from a marine sample, was described. Since these isolates were very distantly related to A. capsulatum, it was proposed that it should be included in a new class named Holophagae. Acidobacteriia and Holophagae are the only classes currently included in the most recent edition of the Bergey’s Manual.

6Currently Acidobacteria phylum has 26 subdivisions based on the extremely broad diversity of acidobacterial populations found in uranium-contaminated soils. Newly characterized acidobacteria from subdivision 1 may challenge this taxonomy in the near future, since of 16S rRNA gene analysis has consistently shown that the genera Acidobacteria,‘Acidipila’, Telmatobacter, and Acidicapsa form a group that is distinct from the genera Granulicella, Terriglobus, Bryocella, and Edaphobacter.

7The vast majority of isolates cultivated to date are affiliated with acidobacteria subdivision 1 (Class Acidobacteriia). They are all heterotrophic, most species are aerobic or microaerophilic and some species (Telmatobacter bradus, Acidobacterium capsulatum) are facultative anaerobic bacteria. Members of subdivisions 3, 4, 8 (currently Class Holophagae), 10, and 23 are heterotrophic as well. Thermotomaculum (subdivision 10) and Thermoanaerobaculum (subdivision 23) are thermophilic anaerobic bacteria. Chloracidobacterium thermophilum is photoheterotrophic and Pyrinomonas methylaliphatogenes can consume H2, both from subdivision 4. Subdivision 8 contains one aerobic (Acanthopleuribacter) and two strictly anaerobic isolates (Holophaga and Geothrix). There are reports of acidobacteria isolates belonging to subdivisions 2 and 6, but they still do not have valid taxonomic names. Subdivisions 1 and 3 of the phylum Acidobacteria together with thermophilic Thermoanaerobacter species are capable of biosynthesizing total fatty acids lipid. Currently, there a total of 40 species belonging to 22 genera: eleven genera of subdivision 1, two of subdivision 3; four of subdivision 4, three of subdivision 8, one of subdivision 10, and one of subdivision 23 (Figure 1). In addition, there are the genome sequences of Koribacter and Solibacter, but there is little information on their physiology.

8Changes in the traditional methods for culturing bacteria from soils have significantly improved the isolation of Acidobacteria strains in recent years. These new strategies involve the use of relatively low concentration of nutrients, non-traditional sources of carbon or complex polysaccharides, longer periods of incubation, the use of gellan gum as solidifying agent,, non-standard CO2 atmospheric conditions of incubation, addition of quorum-signaling molecules, catalase or cations, amendments of inhibitors for undesired organisms, and amendment of environmental extracts in growth media.

9It is suggested that raising the CO2 concentration may not only better mimic the CO2 concentrations typically found in soils, but may also decrease medium pH, thereby benefiting certain members of the acidobacteria, especially moderate acidophilic strains belonging to subdivision 1. This combination of strategies seems to enrich not only for Acidobacteria but for many other groups of slow-growing bacteria. The association of a molecular technique such as the high-throughput plate-wash PCR or colony-PCR, both using phylum-specific 16S rRNA gene primers has improved the screening and identification of colonies belonging to the Acidobacteria subgroup 1. Once Acidobacteria isolation under low nutrient conditions is achieved, strains can often be transferred to richer media (e.g., TSA and R2A) for more convenient propagation. Despite the importance of these recent advances in cultivation methods, further improvements are clearly needed since only eight of a total of 26 subdivisions are known to have representatives in culture. A large number of Acidobacteria isolates have been recovered from the Australian soil Ellin bank. These studies were important during the development of new strategies for culturing soil bacteria, and two of these isolates, ‘Koribacter versatilis’ Ellin345 (CP000360) and ‘Solibacter usitatus’ Ellin6076 (CP000473), were used in the first Acidobacteria genome investigations. However, many of these bacteria have not yet been fully characterized and still do not possess valid taxonomical names. Further, micro-cultivation strategies combined with single-cell sequencing should provide access to new acidobacterial genomes, and in turn this genomic information may help to inform future isolation efforts as cultivation is still required for most physiological characterizations.

10The first comparative genome analysis between of A. capsulatum and two bacteria originated from the Ellin collection, ‘S. usitatus’ Ellin6076 (subdivision 1), and ‘K. versatilis’ Ellin345 (subdivision 3) provided numerous insights into the physiology of members of the Acidobacteria. Since then, the number of acidobacterial genomes being sequenced remains rather limited. Currently, there are 10 published genomes of Acidobacteria available: five subdivision 1, one subdivision 3, two subdivision 4, and one subdivision 8 – class Holophagae; 1 subdivision 23. Below, we summarize some of the major findings revealed via the currently available acidobacterial genome sequences linked to physiological studies.

11Among all the physiological aspects revealed by genomics, carbohydrate metabolism has been studied most widely, which is not surprising considering that carbon usage is one of the physiological requirements for the description of new species in taxonomic studies. At least one species of each of the eight recognized genera of subdivision 1 is able to use D-glucose, D-xylose, and lactose as carbon sources (Figure 2). The ability to use glucose and xylose makes sense given the fact that cellulose or xylan are often the major carbon sources in the culture media most typically used for the isolation of Acidobacteria. In addition, these bacteria were able to use most of the tested oligosaccharides, although maltose and cellobiose were not able to support growth of Edaphobacter species. Interestingly, the majority of subdivision 1 species were unable to use fucose or sorbose, carbohydrates that are only minor components of plant cell walls and rather scarce in soil.

12Although several acidobacterial genomes have been shown to contain genes encoding for the degradation of different polysaccharides (Figure 2), experimental data on the use of polysaccharides generally do not support genomic predictions. At least 50% of the genera have members able to use starch, lamminarin, and xylan. In contrast, chitin usage has not yet been demonstrated for any member of Acidobacteria subdivision 1. Similarly, cellulose was another substrate predicted to be degraded by Acidobacteria genome annotation. However, only Telmatobacter bradus (subdivision 1) has been demonstrated to be able to use crystalline cellulose and Edaphobacter cerasi is able to grow on CM-cellulose. Terracidiphilus gabretensis produces extracellular enzymes implicated in the degradation of plant-derived biopolymers what was confirmed by genome analysis by the presence of enzymatic machinery required for organic matter decomposition. In contrast to Acidobacteria from subdivision 1, members of subdivision 4 are able to use chitin as a carbon source (Figure 2). Most of the Acidobacteria subdivisions 1, 3, or 4 examined to date is unable to use carboxymethyl cellulose, but there is evidence that Aridibacter kavangonensis (subdivision 4) is able to utilize micro-crystalline cellulose. Although it is still premature to draw general conclusions related to the degradation of these abundant polysaccharides by Acidobacteria in nature, xylan degradation has been broadly demonstrated, which may play a role in plant cell wall degradation.

13The discrepancies between genome predictions and observed activities may stem from our ability to provide cultivation conditions that lead to the expression of the target activities. Alternatively, current automatic genome annotation pipelines may not successfully differentiate genes involved for instance in chitin and cellulose degradation from genes involved in the degradation of other glycosyl hydrolases, such as xylan. Systematic studies on the degradation of cellulose by Acidobacteria grown on different culture conditions may help to test the hypothesis of gene regulation by sugars present in the media, for example. On the other hand, it has been reported that in bacteria many genes involved in cellulose degradation may be involved in the infection of plant cells or in the synthesis of bacterial cellulose.

14Enzymatic activities observed in Acidobacteria have usually been detected using commercial kits with chromogenic substrates. Members of subdivision 1 possess a broader range of enzymes related to sugar usage than those from other subdivisions (Figure 3; Supplementary Table S1). Galactosidases are enzymes involved in the hydrolysis of galactose-containing sugars, while beta galactosidades are involved in the degradation of lactose. Since all genera of Acidobacteria subdivision 1 are able to use lactose, it is not surprising to find this enzyme included in their enzymatic profile. Glucosidases are involved in the degradation of polysaccharides, especially cellulose and starch. Although starch is used by most Acidobacteria (Figure 2), cellulose degradation has not yet been unequivocally demonstrated for most Acidobacteria, as explained above.

15Interestingly, β-glucosidase has successfully been purified and characterized from A. capsulatum. This enzyme was induced by the presence of cellobiose in the medium, and it was active on p-nitrophenyl-p-D-glucopyranoside (100%), cellobiose (39%), and β-gentiobiose (33%). In a subsequent study, the gene xynA for a endo-β-1,4-xylanase from A. capsulatum was cloned and expressed in Escherichia coli. This enzyme was demonstrated to be active on xylan and cellobiose (100% of relative activity), but has low activity on CM-cellulose (5.4%) and no activity on filter paper of Avicel.

16were the pioneers to use gellan gum as solidifying agent in culture medium used for Acidobacteria isolation. In contrast to agar, which is obtained from seaweed, gellan gum is a substrate that is produced (and degraded) by soil bacteria. At least two species of Acidobacteria have demonstrated ability to use gellan gum: Telmatobacter bradus and Bryocella elongata. One known pathway for the degradation of gellan-gum involves the action of gellan lyases, α-L-rhamnosidases, unsaturated glucuronyl hydrolases, and β-D-glucosidases. Members of Acidobacteria subdivision 1 were reported to be able to use the monosaccharides rhamnose and glucose. Also, at least one β-D-glucosidase was characterized from A. capsulatum, which may be involved in gellan gum degradation. However, the in silico comparison of 10 available genomes, offered no evidence of gellan lyase (EC 4.2.2.25) genes for gellan lyase usage. Moreover, reported that the presence of α-rhamnosidases is not a phylogenetically determined trait, but that this function was obtained by lateral gene transfer from Bacteroidetes and in the case of Holophaga foetida from a fungus. The investigation of the enzymatic pathway for gellan gum degradation may merit further investigation, since this is a bacterial polysaccharide. Therefore, in addition to the possible metabolism of polysaccharides derived from plants, the usage of gellan gum suggests an interaction with other soil bacteria.

17Nitrite reduction was observed in all three genomes reported in 2009, and nitrate reduction in two of the initially analyzed genomes. Nitrate reduction has been investigated in almost all members of subdivision 1, with the exception of Acidobacterium and Acidicapsa. Among all Granulicella species, G. mallensis was reported to perform nitrate reduction. A. rosea and B. elongata are also able to reduce nitrate to nitrite. Among other subdivisions, only Geothrix fermentans subdivision 8 was shown to be able to reduce nitrate. This organism is an iron reducer that can use nitrate as an alternative electron acceptor. All of these Acidobacteria were able to use yeast extract that, in addition to ammonium, may be a preferred nitrogen source. The presence of the nirA gene, which encodes nitrate reductase, also appears to be limited to subdivision 1, suggesting that members of this subdivision may reduce nitrate to nitrite by the assimilatory pathway, which is further reduced to ammonia and assimilated into glutamate. Nevertheless, the direct uptake of ammonium seems likely as all genomes described to date appear to contain genes for the ammonia transporter channel (Amt) family (TC 1.A.11). Nitric oxide reductase genes (norB but not norC) were identified in ‘Koribacter versatilis,’ ‘Solibacter usitatus’ and Geothrix fermentans genomes. Genes encoding dinitrogenase, a heterotetramer of the proteins NifD and NifK (genes nifD and nifK, respectively) and dinitrogenase reductase, a homodimer of the protein NifH (gene nifH), were found only in the genome of H. foetida. Ammonia monooxygenase (amo) and nitrous-oxide reductase (nosZ) genes were not found in any of the available genomes. Contrary to the previous report, homologs of nitrate reductases narB and narG were not found in available genome sequences via in silico genome comparison, and physiological testing would therefore be required to suggest this function in Acidobacteria. In summary, there is no clear evidence for the involvement of Acidobacteria in key N-cycle processes such as nitrogen fixation, nitrification, or denitrification.

18Exopolysaccharide (EPS) production has frequently been reported in cultured Acidobacteria species. Initial genomic analyses revealed that at least one Acidobacteria encodes genes involved in the EPS biosynthesis, specifically for the production of bacterial cellulose, genes involved in the cellulose synthesis are encoded on genomes belonging to subdivision 1 (exception ‘K. versatilis’ Ellin345). However, it is not known if this is a general characteristic of the phylum Acidobacteria. It has been suggested that EPS-producing bacteria may be able to survive for long periods in soil due to the protection provided by their EPS. The dominance of Acidobacteria in acidic environments and its resistance to pollutants like uranium, petroleum compounds, linear alkylbenzene sulfonate and p-nitrophenol may therefore be related to the ability to produce large amounts of EPS.

19The functions of EPS in soil are numerous. It may be involved in the formation of the soil matrix, may serve as a water and nutrition trap, and may be involved in bacterial adhesion that can facilitate soil aggregate formation. Based upon the presence of cellulose synthesis genes and a large number of novel high-molecular-weight proteins with excretion pathway motifs, it has been postulated that many Acidobacteria have the potential to form biofilms, resist desiccation and facilitate soil aggregate formation. However, to date, there are still no physiological studies demonstrating actual acidobacterial EPS production or demonstration of its ecological role.

20Acidobacteria have a large proportion of genes encoding for transporters. The comparison of three acidobacterial genomes (two Acidobacterium capsulatum subdivision 1 and one Ellin6076 subdivision 3) showed about 6% of the total coding sequences are transporters. The Carbohydrate transport and metabolism category given by cluster of orthologous groups (COG) classification can range from 8.6% in Terriglobus saanensis type strain SP1PR4T to 9.18 % in Granulicella mallensis type strain MP5ACTX8T. An overview of transporter families in 10 acidobacterial genomes is provided in Figure 4. The majority of transporters found in acidobacterial genomes belong to the Drug/Metabolite transporter superfamily. The high number of different transport systems facilitates the acquisition of a broad range of substrate categories, including amino acids, peptides, siderophores, cation, or anions. The presence of a broad substrate range of transporters for nutrient uptake suggests an advantage of Acidobacteria in complex environments and adaptation to oligotrophic conditions, such as nutrient-limited soil conditions (Figure 4).

21Although iron metabolism and iron transporters were discussed in genome sequence exploration studies, these characteristics have not been unequivocally demonstrated in culture-based studies. The only direct indication is the observation of iron accumulation in B. elongata. Based on genome content, we speculate that the representatives of subdivisions 4, 8 and B. aggregatus may also be able to uptake ferric iron, and genes encoding transport systems involved in translocation across the outer and cytoplasmic membranes, i.e., cobalamin/Fe3+-siderophore uptake transporters and Fe3+ hydroxamate transporters, have been identified in these genomes. Genomic analyses also suggest that Acidobacteria may release siderophores to scavenge iron from soil minerals by formation of Fe3+ complexes that can be taken up by those transporters or use siderophores from other microorganisms.

22Large genome fragments recovered by metagenomics may contain intact metabolic pathways for mining ecologically relevant genome fragments from the environment. The first acidobacterial metagenomic insert was described by. From a bacterial artificial chromosome (BAC) library, 12 (out of 24,400) clones were identified as containing acidobacterial 16S rRNA sequences (nine clones from subdivision 6, two from subdivision 4, and one from subdivision 5), and one clone affiliated with subdivision 5 was selected for full sequencing. Up to date there is no representative isolate available for this subdivision 5. The annotation of 20 ORFs revealed genes involved in cell cycling, cell division, folic acid biosynthesis, DNA repair, and an ABC transporter. In addition, a novel 1,4-butanediol diacrylate esterase gene was found with 40% sequence identity to an esterase from Brevibacterium linens. This enzyme is known to catalyze the conversion of insoluble butanediol diacrylate to a hydrolyzed soluble form for the use as a carbon source, suggesting that the bacterium containing this fragment may possess this capability.

23Another six acidobacterial genomic fragments (four out of six related to subdivision 6) were recovered from a sandy ecosystem. Interestingly, two of the recovered clones affiliated with subdivision 6 contained regions of homology encoding a tyrosyl-tRNA synthetase, a metal-depending protease, as well as eight or nine purine biosynthesis proteins. In a subsequent examination of fosmid libraries from deep sea sediments, recovered this same syntenic region in eight out of 11 acidobacterial genome fragments affiliated with subdivision 6. In a metagenomic study of Acidobacteria in a former agricultural soil, an additional four out of 17 fosmids (from a library of 28,800 clones) were recovered with the same genomic region. Thus, it appears that a large percentage of the subdivision 6 Acidobacteria members present in both terrestrial and marine environments, contain this conserved genomic region adjacent to their rRNA operons. However, the ecological and evolutionary significance of this striking pattern remains unknown.

24In a study designed to recover genes encoding the synthesis of N-acyl homoserine lactones (NAHL), identified a qlcA gene with a lactonase activity for the degradation of NAHLs. Sequencing of the genomic fragment containing this gene revealed that nine out of 20 ORFs were related to sequences derived from members of Acidobacteria. Similarly, genes involved in polyketide synthesis pathways were identified from a fosmid library in cloned inserts containing genes significantly similar to genes from ‘S. usitatus’. Primers targeting the mtaD homolog (encoding protein involved in myxothiazol biosynthesis) identified in a metagenomic library were also used to screen acidobacterial isolates. In four out of six isolates examined (belonging to subdivisions 3, 4, and 6) mtaD homologous sequences were identified, suggesting widespread distribution of PKS pathways among Acidobacteria. Genes involved in PKS biosynthesis were also identified in sequenced acidobacterial genomes. The only report of antibacterial metabolites in relation to genomic potential was described by, who isolated and characterized metabolites derived from acidobacterial genome fragments hosted by Ralstonia metallidurans. These compounds showed inhibitory activity against E. coli, Bacillus subtilis, and Staphylococcus aureus. However, further analysis revealed that the novel metabolites reported by these authors appeared to arise from a mixed biosynthetic pathway involving both the type III polyketide synthase encoded by acidobacterial genome fragments and endogenous R. metallidurans enzymes. Multiple reports on PKS pathways identified in Acidobacteria suggest widespread distribution of such pathways across this phylum, suggesting a role in the persistence, resistance and abundance of these bacteria in soil ecosystems. However, without the characterization of the polyketide products, the production of antimicrobials by Acidobacteria remains speculative.

25A moderately thermostable lipase (optimum temperature between 50 and 60°C) from a member of Acidobacteria phylum was also described by metagenomic approach from forest soil. Interestingly, phylogenetic analysis revealed that the lipase-encoding gene was of fungal origin and was acquired via horizontal gene transfer. In total, large-insert metagenomics analyses have served to recover numerous acidobacterial genomic regions, but the actual ecological insights offered from such fragmented datasets remain limited.

26Given the high diversity within the Acidobacteria phylum, as well as within particular subdivisions (Figure 5), it is expected that they also represent a wide range of physiological traits, as observed for other highly abundant and diverse bacterial phyla, such as the Proteobacteria. However, most of the studies up to date focus on Acidobacteria at phylum level leading to gross generalizations that may not mirror the ecological traits representative of lower taxonomic levels. Nevertheless, some general trends have been discerned from such broad-level analyses. In the most expansive study conducted to date, pyrosequencing of 16S rRNA gene fragment was used to examine the biotic or abiotic factors that most influence the abundance, diversity and composition of soil acidobacterial communities in different types of soils (88 types; ). studies have shown, based upon 16S rRNA gene sequence distributions across 71 soils differing in geochemical characteristics, that the abundance of Acidobacteria was generally higher in soils with very low resource availability (low C mineralization rate) and that the proportions of Acidobacteria were higher in C-poor bulk soils in comparison to the rhizosphere. However, this position has been challenged by and who found a positive correlation between acidobacterial abundance and organic carbon availability. At the phylum level, many studies have shown that Acidobacteria is sensitive to inorganic and organic nutrients inputs and Acidobacteria seemed to have a role in recovering soils as beneficial to soil nutrient cycling and plant growth after drastic disturbance.

27A number of studies have compared acidobacterial distribution and diversity in relation to proximity to plant roots or plant exudates. Numerous studies based on 16S rRNA sequences have shown a higher proportion and diversity of Acidobacteria in the bulk soil as compared to in the rhizosphere. Other studies have shown Acidobacteria abundant in red pepper (Capsicum annuum L.) rhizosphere. Additionally, it was shown by means of shotgun metagenomics that Acidobacteria is overrepresented in the soybean rhizosphere as compared to the bulk soil.

28In several cases, Acidobacteria have appeared to tolerate various pollutant such as PCBs and petroleum compounds, linear alkylbenzene sulfonate, p-nitrophenol, and heavy metals leading to speculation that Acidobacteria may be involved in the degradation of certain pollutants. However, although the relative abundance of Acidobacteria has often been correlated to specific pollutants, no data, up to date have been reported that support actual activities related to pollutant degradation. Such pollutants appear to have little effect on acidobacterial diversity levels. For example, uranium-contaminated soil possessed an extremely broad diversity of acidobacterial populations, and these soils were actually the basis for the expansion of acidobacterial subdivisions to 26.

29With the broader characterization of subdivisions and increasing depth of coverage it has now become possible to break down analyses to the subdivision level, which can be far more informative. The available studies provide distribution patterns of different acidobacterial subdivisions across different environmental gradients such as pH, nutrients, and carbon.

30Especially striking is the predominance of Acidobacteria in low pH conditions, in particular members from subdivision 1. On the other hand, suggested that some acidobacterial subdivisions had an aversion to low pH conditions in soil and other case, subdivision 6 can be either positively or negatively correlated with soil pH. The abundance of subdivisions 1, 2, 3, 12, 13, 15 was negatively correlated with soil pH, yet subdivisions 4, 6, 7, 10, 11, 11, 16, 17, 18, 22, 25 showed a positive correlation. Similarly, terminal restriction length polymorphism (T-RFLP) and cultivation strategies detected a significant decrease of Acidobacteria from subdivisions 1, 2, and 3 at soil pH higher than 5.5. This trend appears also to hold for cold-adapted populations of Acidobacteria. Similar trends have been found in other environments as well, and Acidobacteria from acid mine drainage systems seem to be even better adapted to more acidic conditions (pH 2–3) than Acidobacteria from soil environments. Furthermore, it has been observed that the phylogenetic diversity of acidobacterial communities becomes increasingly constrained as soil pH deviates from neutrality. A possible explanation may lie in increased cell specialization and enzymes stability at more extreme pH, where closely related Acidobacteria may share similar cellular strategies to deal with discrepancies between intra- and extra-cellular pH. Despite this strong correlation with pH, it is not yet clear if this represents a direct causal relationship or if it is the result of other environmental factors that co-vary with pH.

31In fact, by measuring soil factors such as Al, Ca, Mg, K, B, and micronutrients that had not been taken into account in previous studies, demonstrated that subdivisions 4, 6, and 7 may actually respond to decreases in soil aluminum and soil Ca and Mg in tropical soils. The subdivisions 6 and 7 responded to high contents of soil Ca, Mg, Mn, and B, what elements are required for the growth of all living organisms. Magnesium ions are required by large number of enzymes for their catalytic action, including all enzymes utilizing or synthesizing ATP, or those that use other nucleotides to synthesize DNA and RNA. However, the ionic magnesium cannot directly be up taken by the biological membranes because they are impermeable to magnesium (and other ions), so transport proteins must facilitate the flow of magnesium and other ions, both into and out of cells. Future studies on Acidobacteria subgroups 4, 6, and 7 functions certainly will elucidate the role of those subgroups in soil. In addition, subdivision 10 has been shown to correlate with soil factors linked to soil acidity such as pH, Al, and Al saturation while subdivision 13 was correlated with soil P, B, and Zn. The subdivision 2 has been reported in Amazonian forest soil and in Mata Atlantica and Cerrado soils correlated with Al3+ levels and CO2 concentration. Aluminum in tropical and subtropical soils is toxic to crops. This might suggest that subdivisions 2 and 10 may have metabolic tolerance to aluminum in soil. Subdivision 4 abundance tends to increase with increasing soil pH, suggesting different physiologies for members of this subdivision. Thus, it is important to treat soil pH as is a master variable that is related to additional changes in other soil factors, such as Al concentration and macro- and micro-nutrient availabilities, which may represent the actual drivers for observed microbial community dynamics.

32and showed that different subdivisions showed disparate correlations with respect to soil nutrient or chemical status. Although subdivision 1 has negative correlations with P, C, and N, members of subdivisions 5, 6, and 17 appeared to be high abundant in more nutrient-rich soils. Similarly, observed phenotype dependent responses (within members of subdivisions 1 and 2) to seasonal changes in Arctic tundra soil ecosystem, which were related to nutrient and carbon availability. provided culture-independent evidence for a distinct niche specialization of different Acidobacteria, even from the same subdivision, due to particular soil physicochemical (pH, temperature, nitrogen or phosphorus) and biological parameters (respiration rate, abundances of ciliates or amoeba, vascular plant diversity) in grassland and forest soils. showed the natural dominance of acidobacterial subdivisions 4 and 6 correlated with Mg and Ni contents present in serpentine tropical savanna soil. Additionally, showed that the Holophagae (subdivision 8) respond to leek roots (qPCR based study) either by increased cell division and/or by increase in genome quantity per cell.

33The strong negative correlation between the abundance of Acidobacteria and concentration of organic carbon in soil has led to the conclusion that members of this phylum may be oligotrophic bacteria. However, it was pointed out that not necessarily all members would be oligotrophic. In addition, genome sequences revealed the presence of only one or two copies of 16S rRNA genes suggesting lower growth rates, which has been previously correlated with oligotrophy. It is important to mention that although cultivation strategies regarding Acidobacteria isolates are often referring to nutrient limiting media some of the isolates were shown to be able to grow in higher carbon sources concentrations.

34The two observations mentioned above (negative correlation of Acidobacteria with organic carbon and lower growth rates) are also consistent with the ecological role of K-strategists. It has been predicted that K-strategists would prosper in environments with low abundance of nutrients, which is not the same as to say that they are oligotrophs. Compared to r-strategists, K-strategists are predicted to have lower growth rates, but high efficiency in converting nutrients to biomass as well as high tolerance to toxic compounds, among other characteristics. Microbes that present the ecological K strategy are better competitors in oligotrophic environments. Although the term oligotroph has been used in different ways, it usually describes an organism that is not able to grow or thrive in environments with high nutrient concentrations. However, it may be premature to assume that all Acidobacteria have the same ecological strategy, since metagenomic data and physiological description of different subgroups have indicated that there is a high variation within this phylum.

35Additional evidence for interaction with soil bacteria is the fact that Edaphobacter aggregans and B. elongata were isolated from co-cultures with methanotrophic bacteria. It was demonstrated that B. elongata was unable to use CO2 and other C1 carbon compounds, which would be produced by the methanotrophic partner. Instead, it was proposed that the Acidobacteria was using the exopolysaccharides produced by the methanotroph as carbon source.

36It is suggested that there is ecological relationship between Acidobacteria and Proteobacteria because they are often observed to be intimately associated with each other in the environment, and may influence each other’s position in the community. observed, via Fluorescence in situ hybridization (FISH) counts, that members of subdivisions 7 and 8 were always associated with epsilon or gamma-proteobacteria in filamentous microbial mats in hydrogen sulfide-containing springs. It was therefore hypothesized that the Acidobacteria often live as chemo-organotrophs in association with the autotrophically fixed carbon in the poorly oxygenated regions. Enrichment strategies have also often recovered consortia comprised of Acidobacteria and Proteobacteria, as exemplified by the co-cultivation of subdivision 6 members from freshwater lake sediments with Alphaproteobacteria. However, it is not yet clear if co-cultivation stems from overlapping niches between the different consortium members or if they have necessary metabolic interactions. It has been suggested that co-cultures containing acidobacteria should be studied more closely to reveal potential ecological interactions and growth preferences. Also, given advances in sequencing, such enrichment cultures should be able to yield full genome sequences of a much broader range of acidobacteria that available in pure culture. Certain groups of Proteobacteria have been associated with copiotrophic lifestyles and given this association, hypothesized that the ratio between Proteobacteria and Acidobacteria (P/A) may provide insight into the general nutrient status of soils. Low P/A ratios would be indicative of oligotrophic soils, while high ratios would be observed under copiotrophic conditions.

37The high abundance and ubiquity of Acidobacteria in soils raises questions related to the physiological traits that have led to this marked success. Although genome sequences have provided important information, our integration of genomes has often not been informed by studies, and genomics analyses remain highly skewed Acidobacteria subdivision 1, the groups for which most cultures are available. There is therefore an urgent need to isolate and sequence genomes of representatives from other subdivisions in order to understand their basic characteristics. Due to the still problematic cultivation of Acidobacteria, techniques like micro-cultivation and single-cell sequencing should give steps forward to obtain a more representative range of acidobacterial genomes. In addition, with the increased high throughput of shotgun metagenomic studies and associated postgenomic, it should be possible to start dissecting acidobacterial genomes from environmental datasets, thereby circumventing the necessity for cultivation. As an intermediate step, metagenomic analyses of more simplified systems, such as enrichment and non-axenic cultures should also yield access to important genome information. It must, however, be stressed that cultivation efforts remain a top priority, as these provide the necessary material for physiological studies and confirmations of genomic predictions. The 16S rRNA data provided by next generation sequencing together with soil chemicals (macro and micronutrients) can help to elaborate specific culture medium for different Acidobacteria subdivisions isolation. Despite the limitation of current genome-based studies, the genomes obtained to date still give important hints related to the factors that explain the successful adaptation of this phylum to harsh soil conditions. These factors include the large number of high-affinity transporters, the potential utilization of a wide variety of carbohydrates as substrate, the resistance to antibiotics and production of secondary metabolites, the production of EPS and the potential use of bacterial produced polymers such as gellan gum.

38Although little direct evidence, genomic studies reveal that decomposition and utilization of natural polymers such as chitin, cellulose, EPS, and gellan gum as potential important aspects for future studies. Also better knowledge about the production of EPS, biofilm, and secondary metabolites in Acidobacteria subdivisions is of importance to understand the survival, resistance, persistence in soil as well as possible interactions of members of this phylum with other soil microorganisms. As Acidobacteria are ubiquitous, they should interact, positively or negatively, with other soil habitants. Therefore, unraveling these interactions is vital for the proper understanding of their role in terrestrial ecosystem functioning.

39Additionally, the recovery of 16S rRNA genes from the environment should be taken forward. These surveys have provided new insight in terms of distribution of different acidobacterial subdivisions and relation to environmental variables, but more experimental approaches need to be coupled with high throughput toolbox to tease out the actual roles of environmental variables. Further, more molecular studies that attempt to look at activities such as metatranscriptomic and stable isotope probing (SIP) approaches might be considered.

40Analyzed the data: AK, CB, and EK. Contributed reagents/materials/analysis tools: JvV and EK. Wrote the paper: AK, CB, GK, JvV, and EK.

41The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.