Extraction technique
As the focus of this work was to obtain an EPS extraction technique suitable for use in future metal-binding studies, a protocol was developed to extract DOC from EPS for subsequent metal analysis. Because introducing agitation, such as shaking and stirring, as well as longer periods of extraction time, did not increase the extraction efficiency of DOC (Fig. 1), such steps were not included in the extraction protocol. No significant differences in the types of extracted OC compounds were observed between NaNO3 and NaHCO3 extraction solutions (Online resource 3 in the ESM), and, therefore, NaNO3 was chosen to avoid possible formation of metal-carbonate complexes.
It is important to note that the relative amounts of extracted compounds are dependent upon the method of extraction (Liu and Fang 2002; Nielsen and Jahn 1999; Takahashi et al. 2009). Extraction procedures can be physical methods, as used in this study, or chemical methods used to isolate specific types of compounds, whereby either easily extractable soluble compounds, or more tightly bound compounds are extracted, respectively. Soluble compounds include any soluble macromolecules or colloids, whereas the fraction more strongly bound to cell walls of embedded organisms or to other organic material is considered to contain the less easily extracted compounds of the EPS (Nielsen and Jahn 1999). Characterization of the soluble compounds is more commonly reported in the literature; however, there have also been studies that characterized the more tightly bound fraction (Aguilera et al. 2008; Liang et al. 2010; Sheng et al. 2010). In this study, extracted DOC only reflects OC from soluble and loosely bound EPS. The extraction technique established in this work is suitable when metal speciation is an important consideration. Using sequential chemical extraction techniques can influence properties of the EPS, which can impact metal speciation and produce artifacts (van Hullebusch and Zandvoort 2003). Additionally, using cation exchange resins or EDTA removes metal cations from the EPS (Liang et al. 2010), allowing for the extraction of tightly bound compounds, but also making it difficult to identify specific EPS fractions involved in metal binding.
To assess differences in EPS composition between extracts taken in this study, it was important to determine the variability associated with replicate extractions, which takes into account both the variability associated with biological heterogeneity of the biofilms, as well as that associated with the extraction procedure. Comparison of replicates from extractions performed on two separate occasions showed that the variability is low for DOC and OC compounds over the course of study (Online resource 6 in the ESM). Percent differences between replicates taken in July was less than 10 % for DOC, building blocks, low M
r acids, and neutrals and less than 20 % for biopolymers. In November, percent differences for DOC and biopolymers was less than 5 % and less than 20 % for the remaining compounds. This analysis shows that differences between replicate extracts is low enough to compare differences between extracts over the period of study.
EPS composition
Biopolymers, building blocks of HS, low M
r acids, and neutral/amphiphilic compounds were identified in all EPS extracts and should only reflect either those compounds excreted from organisms, incorporated from the surrounding water, or released intracellular compounds coming from dying or dead organisms. The extraction procedure itself should not have caused the release of additional compounds, as no detectable amount of cell lysis occurred as a result of extraction (Online resource 4 in the ESM). To date, the majority of work analyzing M
r fractions of EPS comes from bacterial biofilms and there is little work done with EPS from phototrophic biofilms. However, as periphyton are not just comprised of algae, but also contain bacterial communities, the results obtained in this study were compared with the available work conducted with bacterial EPS.
The biopolymer fraction can correspond to high M
r polysaccharides, which are hydrophilic and non-UV absorbing. Al-Halbouni et al. (2008) reported the biopolymer fraction of EPS taken from a membrane bioreactor (MBR) to be mainly composed of polysaccharides and Hong et al. (2012) reported <1 % of protein in the biopolymer fraction. However, this fraction can also contain amino sugars and proteins. In the present study, the biopolymer fraction was UV absorbing and the C/N ratio was more similar to ratios calculated for protein calibration standards \( \left( {\mathrm{C}/\mathrm{N}=0.8-1.1} \right) \) than for PEG standards \( \left( {\mathrm{C}/\mathrm{N}=30-40} \right) \). Therefore, as the C/N ratio is influenced by the relative amounts of proteins and polysaccharides, it seems that the biopolymer fraction was largely composed of proteins. In another MBR study, Jiang et al. (2010) also indicated the presence of proteins in the biopolymer peak of soluble microbial products measured in sludge water \( \left( {\mathrm{C}/\mathrm{N}=17-18} \right) \), although less than what was measured in the present study.
The biopolymer fraction contained a range of different M
r proteins, as can be seen by the broad peaks corresponding to this fraction (Fig. 2a). Part of the biopolymer peak contained proteins corresponding to the column separation range (Table 1), while many of these compounds fell within the void volume of the column, corresponding to M
r larger than 80 kDa. Resolution of individual proteins within the biopolymer fraction having similar M
r close to the void volume (i.e., BSA and Ovalbumin) was not possible using the OC signal (Online resource 2 in the ESM). Therefore, a column with a higher separation range should be used with LC-OCD-OND for further characterization of the biopolymer fraction.
Studies assessing the M
r distribution of EPS from microbial biofilms have also reported high M
r fractions in similar ranges as found in this study. Simon et al. (2009) observed a fraction corresponding to 32–126 kDa in protein equivalent for anaerobic sludge. Another study investigating the M
r distribution of EPS from activated sludge flocs found two high M
r fractions corresponding to 16–190 and 270–275 kDa (Comte et al. 2007). Alasonati and Slaveykova (2011) reported specific proteins ranging from 29 to 90 kDa that were identified in EPS from the bacterium Sinorhizobium meliloti and, by using asymmetrical flow field-flow fractionation, concluded that a 140-kDa fraction was predominately protein-like substances.
In most extracts, the biopolymer fraction consistently accounted for 30–35 % of the total protein measured using the Bradford assay. This suggests that lower M
r proteins present in the other LC-OCD-OND fractions may contribute to 65–70 % of the total measured protein. It has been observed that peptides down to 3 kDa are detectable using the Bradford assay (Kruger 2002), and therefore, peptides in the low M
r acid fraction should be detected. Assays of individual fractions would be needed to determine protein content in the low M
r acid fraction, as calculation of C/N ratios was not possible because of interference of the NO3 signal.
No HS were measured in the EPS extracts, despite being continually measured in the Chriesbach stream water over the course of this 6-month study (data not shown). Liu and Fang (2002) reported humic acids to represent 8.4–30.6 % of extracted EPS from different sludge types, whereas other studies investigating EPS from sludge and wastewater treatment sources cited lower values of 5 and 6.9 % (Frølund et al. 1996; Nielsen and Jahn 1997). A study conducted with periphyton taken from an acidic river showed humic acids to only compose up to 4 % of EPS (Aguilera et al. 2008). The absence of HS in this study is probably because EPS were extracted from newly colonized biofilms after 25 days of growth, and that no HS were incorporated into the EPS from the stream water used to colonize the biofilms. However, building blocks of HS were measured. This fraction, defined as lower M
r break down products of HS (Huber et al. 2011), was most likely not HS degradation products, but rather small organics incorporated from river water or exudates from organisms. Contrary to what was observed in the biopolymer fraction, the more consistent amounts quantified in extracts (Fig. 3) indicate that the compounds within the building block fraction reflected less the changes taking place within the periphyton community over the course of the 6-month study. The percent of building blocks relative to DOC corresponds well with values found by Hong et al. (2012) who reported values between 11.2 and 19.3 % DOC of foulants in a MBR.
The low M
r acid peak, corresponding to final degradation products of organics and products from algal and bacterial excretion, is the sum of all free mono- and diprotic low M
r organic acids. As in the case of building blocks, a narrow M
r range for the low M
r acids was observed and did not display significant changes between July and December (Table 1). In agreement with this finding, Comte et al. (2007) reported that a significant portion of low M
r compounds in EPS extracted from activated sludge were between 0.7 and 2.7 kDa. Hong et al. (2012) did not observe low M
r acids; however, Al-Halbouni et al. (2008) presented LC-OCD-OND chromatograms with similar percentages of low M
r acid fractions as found in this study.
The low M
r neutral/amphiphilic fraction corresponds to alcohols, aldehydes, ketones and amino acids. This fraction measured in our study was in a similar range as found by Hong et al. (2012), who reported slightly lower amounts (25.1–38.3 % DOC). Interestingly, another group reported that the neutral fraction was only observed in the tightly bound EPS that had been extracted using Dowex cation exchange resin and was not present when only centrifugation was used for extraction (Al-Halbouni et al. 2008).
Applications of LC-OCD-OND in EPS studies
Information on the C/N ratio of the biopolymer fraction could be useful in studying changes in EPS as a result of shifts in species composition from seasonal succession, different stages of biofilm development, or changes in environmental conditions. Changes in extracellular monosaccharide composition of phototrophic biofilms were observed with seasonal changes (D’Souza et al. 2005) and with shifts in community structure (Congestri et al. 2006). A decrease in the total C/N ratio, indicating an increase in protein, of EPS extracted from marine biofilms was observed as a function of biofilm age (D’Souza et al. 2005), and specific proteins were identified necessary for bacterial biofilm formation and development (Southey-Pillig et al. 2005). To monitor such changes, LC-OCD-OND could be used as a comprehensive approach that provides more information than total C/N ratios and is not limited to the analysis of specific saccharides and proteins, as done using HPLC.
The proteinaceous nature of the biopolymer fraction is also of particular interest with respect to metal binding. A study conducted by Guibaud et al. (2003) showed that proteins were an important contributor to the number of binding sites and overall complexation constants that were determined for Cd, Cu, and Pb. Additionally, it was reported that certain M
r proteins in EPS extracted from periphyton were involved in the binding of Hg (Zhang et al. 2010) and Cu (Zhang and Lee 2012). The metal binding ability of EPS and its role in metal toxicity to periphyton is important to investigate, as many studies have measured total metal accumulation and toxicity to periphyton (Ancion et al. 2010; Bradac et al. 2009a, b; Le Faucheur et al. 2005), but less work has been done to understand how metal binding properties of EPS influence metal bioavailability to periphytic organisms. When coupled to metal analysis, LC-OCD-OND could aid in understanding which components of EPS are significant in metal binding.