Capsules of the diatom Achnanthidium minutissimum arise from fibrillar precursors and foster attachment of bacteria
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Achnanthidium minutissimum is a benthic freshwater diatom that forms biofilms on submerged surfaces in aquatic environments. Within these biofilms, A. minutissimum cells produce extracellular structures which facilitate substrate adhesion, such as stalks and capsules. Both consist of extracellular polymeric substance (EPS), but the microstructure and development stages of the capsules are so far unknown, despite a number of hypotheses about their function, including attachment and protection. We coupled scanning electron microscopy (SEM) to bright-field microscopy (BFM) and found that A. minutissimum capsules mostly possess an unstructured surface. However, capsule material that was mechanically stressed by being stretched between or around cells displayed fibrillar substructures. Fibrils were also found on the frustules of non-encapsulated cells, implicating that A. minutissimum capsules may develop from fibrillar precursors. Energy-dispersive X-ray (EDX) spectroscopy revealed that the capsule material does not contain silicon, distinguishing it from the frustule material. We furthermore show that bacteria preferentially attach to capsules, instead of non-encapsulated A. minutissimum cells, which supports the idea that capsules mediate diatom-bacteria interactions.
Introduction
Diatoms (Bacillariophyceae) are among the most productive photoautotrophic, aquatic microorganisms. They contribute an estimated 40-45% to the net primary production (NPP) of the oceans (Mann, 1999), which themselves contribute approx. 45-50% to the global NPP (Field et al., 1998). Additionally, diatoms are important for the biogeochemical cycling of silicon, due to their ornate cell walls. These are called “frustules” and are composed of biomineralised silica (Bradbury, 2004). Cell division includes the separation of the two frustule parts (“thecae”) along a “girdle” region. Each daughter cell then complements its inherited epitheca with a newly synthesised, smaller hypotheca. Within these thecae, slits (called “raphes”) and pores may be present, facilitating the secretion of extracellular polymeric substances (EPS; (Wetherbee et al., 1998; Wang et al., 2000). This in turn conveys substrate attachment and motility to benthic diatoms, which often form biofilms with other photoautotrophic algae, as well as heterotrophic bacteria (Buhmann, Kroth & Schleheck, 2012).
The diatom Achnanthidium minutissimum (Kützing) (Czarnecki, 1994) is a cosmopolitan freshwater diatom (Round & Bukhtiyarova, 1996) that is also found in the littoral zone of Lake Constance. It represents a dominant species complex of early colonisers (Johnson, Tuchman & Peterson, 1997; Potapova & Hamilton, 2007), forming epilithic biofilms in association with a variety of satellite bacteria (Bahulikar, 2006). Such bacteria as well as their spent media have been shown to increase the secretion of extracellular polymeric substances (EPS) like carbohydrates by A. minutissimum (Bruckner et al., 2011). Additionally, growth as well as secretion of proteins and dissolved free amino acids was reportedly influenced in the presence of bacteria (Bruckner et al., 2008, 2011). Analogous to the rhizosphere of terrestrial environments (composed largely of fungi and bacteria associated with plant roots), a “phycosphere” has been defined as the space surrounding algal cells including the multitude of inter-kingdom interactions between bacteria and algae (Bell, Lang & Mitchell, 1974; Amin, Parker & Armbrust, 2012).
EPS secretion is of ecological relevance, contributing for instance to the stabilisation of sediments (Cyr & Morton, 2006; Lubarsky et al., 2010). Studying biofilm formation can therefore assist in the understanding of shore and coastline erosion as a result of climate-related changes (see section 3.2.1 of (Widdows & Brinsley, 2002) plus references therein). At the same time diatom settlement is one of the major causes of biofouling of man-made machinery in aquatic applications (Molino & Wetherbee, 2008).
A. minutissimum is an excellent model for studying diatom biofilms, because this alga is abundant in natura (Patrick & Reimer, 1966; Krammer & Lange-Bertalot, 1991) and can be cultivated in the laboratory both as “xenic” biofilms (Myklestad et al., 1989) and “axenic” suspension cultures (Windler et al., 2015). Xenic cultures contain bacteria from the diatom’s natural habitat. Removal of these bacteria is possible (for example by antibiotic treatment) and yields viable axenic cultures (Bruckner & Kroth, 2009; Windler, Gruber & Kroth, 2012). Bacteria-free cultures allow the establishment of bioassays in order to study the interactions between diatoms and bacteria, although potentially unwelcome long-term effects have to be taken into account. For example, axenic cultivation can lead to a reduction of average cell size and to frustule deformations (MacDonald, 1869; Pfitzer, 1871; Geitler, 1932; Windler et al., 2014). However, such deformations also occur naturally and can be used as stress markers, as well as water quality indicators (Morin, Coste & Hamilton, 2008; Falasco et al., 2009; Cantonati et al., 2014). A. minutissimum forms biofilms and extracellular structures like stalks and capsules. These structures have been defined as “unidirectionally deposited, multi-layered structures attaching cells to substrata” (Hoagland et al., 1993). Stalks have been investigated previously by transmission electron microscopy and biochemical techniques to elucidate their structural morphology and chemical composition (Daniel, Chamberlain & Jones, 1987). Additionally, a phase model of diatom adhesion involving stalks has been developed (Wang et al., 1997): Stalks may protrude from so called “basal pads” of aggregated EPS at the apical valve faces within hours to a few days, thus elevating the cells above the substrate. Capsule formation in A. minutissimum biofilms occurs later in the stationary phase, is possibly triggered by bacterial influences, and may cement diatom attachment (Windler et al., 2015). That study also found that axenic A. minutissimum cultures mostly secrete soluble carbohydrates while the insoluble carbohydrates in xenic cultures were positively correlated with the appearance of capsules.
Diatom capsules have puzzled phycologists for a long time and their potential physiological and ecological function have elicited a variety of hypotheses (Lewin, 1955; Geitler, 1977). For example, capsules have been proposed to participate in locomotion, flotation, attachment, waste removal, catchment of inorganic nutrients, storage of polysaccharides, sexual reproduction, as well as protection against grazing and dehydration. More recently, it was demonstrated that capsule formation is dependent on at least “a certain minimum light intensity”, sparking the idea that capsules might serve as an additional polysaccharide storage pool, once intracellular capacities are saturated (Staats et al., 2000).
Diatom capsules and other extracellular material have been characterised biochemically, while electron microscopy has enabled highly detailed morphological characterisations of diatom frustules (Toyoda et al., 2005, 2006; Potapova & Hamilton, 2007). Additionally, atomic force microscopy (AFM) revealed many mechanical properties of the extracellular polymers of some diatoms (Crawford et al., 2001; Higgins et al., 2003; Willis et al., 2013). In the present study, scanning electron microscopy (SEM), as well as energy-dispersive X-ray (EDX) spectroscopy were employed to analyse the microstructure and development stages of Achnanthidium minutissimum capsules in order to further develop this species as a model system for diatom-bacteria interactions, and to elucidate one aspect of the complex interactions of diatoms and other microorganisms.
Methods
Cultivation conditions
Achnanthidium minutissimum (Kützing) (Czarnecki, 1994) was isolated from photoautotrophic epilithic biofilms of Lake Constance as previously described (Windler, Gruber & Kroth, 2012). Stock cultures were grown in cell culture flasks with ventilation caps (Sarstedt, Newton USA) filled with modified liquid Bacillariophycean Medium (BM; (Schlösser, 1994; Windler, Gruber & Kroth, 2012) in two different culture states: either with co-isolated bacteria (“xenic”), or “axenic” after their removal (Windler, Gruber & Kroth, 2012). Monthly, these stock cultures were scraped off the flask bases and sub-cultured in new BM.
Biofilms were grown directly on SEM sample carriers by the following procedure: Sample carrier disks of ca. 1 cm in diameter were punched from Thermanox tissue culture cover slips (Miles Laboratories Inc., USA). Thermanox material has two different sides, therefore care was taken to always store and handle the disks right-side-up. They were sterilised by immersion in 70% isopropanol (v/v in H2O) over night and subsequently irradiated with UV light for 2 h in a laminar flow cabinet. One sterile disk was placed into each well of 6-well plates (Sarstedt, USA, order number 83.1839.500) and covered with 3 to 5 mL BM. Culture wells were inoculated with 5×105 to 1×106 A. minutissimum cells from the stock cultures after those were checked to be axenic or xenic. Axenicity was confirmed by SYBR Green staining and observation under a BX51 (Olympus, USA) bright-field fluorescence microscope using GFP fluorescence filters. Well plates were sealed with Parafilm and incubated at 16°C under an illumination regime of 12 h dark and 12 h light at 20-50 µmol photons×m-2×s-1 for 11 to 31 days.
Crystal violet staining and bright-field microscopy
Thermanox disks were removed from stationary cultures after 11 to 31 days with inverted (“soldering” or “cover glass”) forceps (Hammacher, Germany) and rinsed with 1 mL sterile-filtered tap water. A Gram-staining protocol Kaplan & Fine, 2002 was applied to visualise adherent cells and their extracellular polymeric structures as follows: A droplet of 200 µL solution of 0.02% crystal violet (CV) in sterile filtered tap water was applied onto the disk for 1‑2 min, which was held suspended by forceps. Disks were rinsed with 1 to 3 mL water, until the runoff no longer contained visible CV. In order to find the same cell clusters in both microscopic approaches, pointing or encircling scratches were made into disk surfaces.
Disks were placed on moistened glass slides and moistened additionally with 20 µL sterile-filtered tap water. Cover slips were applied carefully and marked regions were observed under a BX51 (Olympus, USA) bright-field fluorescence microscope using chlorophyll fluorescence filters. Images of these areas at various magnifications were taken with AxioCams MRm (fluorescence and grey-scale images) and MRc (colour) using AxioVision software (Zeiss, Germany).
Scanning electron microscopy (SEM) and energy-dispersive X-ray (EDX) spectroscopy
Diatom cells were fixed on Thermanox disks by incubation in a mixture of 2% glutaraldehyde, 10 mM CaCl2 and 10 mM MgCl2 in 0.1 M sodium cacodylate buffer at pH 7 and room temperature (RT) for 2 h. Dehydration was conducted first with 30% and 50% EtOH, at RT for 2 h each, followed by 70% EtOH at 4°C over night, 90% EtOH at RT for 2 h and finally with 96% and 100% EtOH twice for 1 h each. Critical point drying in CO2 followed (Balzers CPD030, Liechtenstein) and samples were finally sputtered with gold (Au) and palladium (Pd) to a thickness of 5 nm (Balzers SCD030, Liechtenstein).
After fixation, dehydration and Au/Pd-sputtering, the biofilm-covered Thermanox disks were imaged with a Zeiss “AURIGA” scanning electron microscope, controlled with the “SmartSEM” software v05.04.05.00. The elemental composition of samples was analysed by energy-dispersive X-ray (EDX) spectroscopy. Samples were excited with the AURIGA’s electron beam at 10 kV and the emitted X-rays (of specific energy levels due to the elemental electron configuration) were recorded with an Oxford Instruments “X-Max 20 mm2” detector and the “INCA” software v4.15.
Bacteria counting and data visualisation
Bacteria (rod-shaped particles) on fully visible A. minutissimum valve faces were counted in scanning electron micrographs. Valve faces were classified into frustules and capsules, depending on whether pores were visible or completely disappeared under a layer of capsule material. Diatom cells with partial encapsulation were not included in the counting, and neither were bacteria cells which attached to the girdle bands of diatom cells. ImageJ v1.46r with the Cell Counter plug-in v2010/12/07 was used to count diatoms and bacteria cells. This data was evaluated and visualised with R v3.1.1 (language and environment for statistical computing; (R Development Core Team, 2011), ggplot2 v1.0.0 (Wickham, 2009) and RStudio v0.98 Desktop Open Source Edition.
Results and Discussion
For BFM and SEM observations, we cultured Achnanthidium minutissimum xenically and axenically on Thermanox disks. After incubation periods of 11 to 31 days, the disk surfaces in xenic cultures were densely covered by a mono-layer of A. minutissimum cells (Fig. 1). This biofilm was visible by eye as a light greenish-brown coloration on the substrate disks after removal from the medium. Staining with the dye crystal violet (CV) and subsequent bright-field microscopy showed that large portions of the diatom cells were surrounded by capsules.
In contrast, axenic A. minutissimum cells did not form biofilms, so that even careful rinsing left much fewer cells attached to the disks and thus available for SEM analysis. This observation is in agreement with studies that utilised other growth substrates to compare biofilm formation by axenic and xenic diatom cultures. By measuring chlorophyll contents, the possibility that axenic cells might simply be less proliferate was excluded (Windler et al., 2015). Xenic A. minutissimum cultures on the other hand have also been found to develop biofilms on glass beads as well as in plastic multi-well plates (Lubarsky et al., 2010; Windler et al., 2015). Our results demonstrate, that xenic biofilms of A. minutissimum can also be grown on Thermanox disks, enabling direct preparation for electron microscopy of native biofilm samples.
Identification of A. minutissimum capsule microstructures
In order to correlate the hydrated A. minutissimum capsules visible in light microscopy to their dehydrated appearance in SEM, areas were marked by scratches on the CV stained disks and cells of interest were identified by BFM. Subsequently, the same areas and cells were found again in the SEM (Fig. 2). The same technique was successfully applied to axenic cultures, despite the lower prevalence of adherent cells (Suppl. Fig. 1).
In BFM, the CV stained capsules were visible as voluminous, rounded structures around most of the cells. As extracellular polymeric structures in the genus Achnanthidium are composed mostly of carbohydrates (Wustman et al., 1998; Windler et al., 2015), strong hydration in the native biofilm is likely the source of this appearance of the capsules. In SEM, we were able to distinguish two types of A. minutissimum cells in xenic biofilms already at low magnifications: cells with pores in their frustules still visible, and cells covered by an apparently unstructured material masking the pores.
The frustules of non-encapsulated xenic, as well as axenic A. minutissimum cells appeared identical to those from scanning electron micrographs shown in previous studies (Mayama & Kobayasi, 1989; Potapova & Hamilton, 2007; Hlúbiková, Ector & Hoffmann, 2011). The low prevalence of raphes in our images is most likely due to their orientation towards the substrate for mucilage secretion (Gordon & Drum, 1970; Wetherbee et al., 1998). Natural attachment and orientation of cells on our biofilm disks was retained because we did not employ harsh preparation techniques, such as boiling the diatom cells in sulphuric acid (Mayama & Kobayasi, 1989). Such harsh treatments are designed to prepare only frustules and in our case would likely have resulted in cell detachment from the growth substrate, as well as random orientation on the SEM sample carrier. Instead, we utilised the SEM sample carrier disks directly as growth substrates for the biofilms.
The SEM images in figure 3 show that the capsule material appears to be unstructured or slightly granular, resembling the “adhering film and tube” of Cymbella microcephala and Cymbella prostrata reported in figures 31 and 32 of (Hoagland et al., 1993) and also the shaft ultra-structure of the marine diatom Achnanthes longipes displayed in figure 8 of Wang et al., 2000.
In addition to covering the cells, the capsule material also had sheet-like structures (arrows in Fig. 3A) where it was stretched between A. minutissimum cells and the anchoring points on the substrate. This pattern is most likely due to dehydration during SEM sample preparation (Hoagland et al., 1993). Due to fixation of the samples prior to drying, the hydrated capsules most likely shrank in their entirety.
Fibrillar precursors may give rise to A. minutissimum capsules
Closer inspection provided many examples that the frustules of non-encapsulated xenic A. minutissimum cells were not completely free of extracellular polymeric substances (EPS). Instead, they were covered by a mesh of fibrils (Fig. 3B), arranged mostly around the frustule pores, sometimes crossing them and sometimes sticking out. The average diameter of these fibrils was about 45 ± 9 nm. The fibrils were rarely observed to be secreted through the pores, although these were found to be large enough (from 60 to 140 nm in diameter), showing round to elongated shapes. Fibrils were generally longer than the diameter of pores, but quantification was not performed because branching and interweaving of the fibrils made it impossible to determine the respective beginnings or ends. To the best of our knowledge, this is the first report of frustule-attached fibril structures in freshwater diatoms. Similarly structured, thinner fibrils were reported previously only for marine diatoms (Bosak et al., 2012).
Fibrillar meshes of varying densities were detected in both axenic and xenic cultures, but only the latter also contained capsules. Axenic cultures appeared to contain more cells with few, short fibrils (Suppl. Fig. 2), which may initiate surface attachment of cells in both culture types. However, only in xenic cultures, bacteria could induce the secretion of firmer EPS structures (Bruckner et al., 2011), and thus substrate adhesion, in the majority of cells.
Furthermore, we found intermediate stages between the fibrillar meshes that covered the frustule surface only partially and the complete encapsulation with apparently unstructured material (Fig. 4). The similarity in surface structure suggests a relation of fibrils and capsules. The disordered arrangement of fibrils shown in figure 4A and B is also a feature of the unstructured capsule material shown in figure 4C. In it, no particular order of the slightly granular substructures is discernible either. This visual impression suggests that the fibrillar meshes on A. minutissimum cells might be precursors to capsules, into which the fibrils may condense. An alternative explanation for the capsule structure may be the polymerisation of a secondary type of fibrils upon the primary mesh (Fig. 4A), relegating the latter to a scaffolding function.
In either case, the fibril formation is not strictly synchronised between cells in the same culture. It rather appears to be a function of each cell’s individual age, because different stages appeared both on days 11 and 31 of incubation, as well as in between. To further elucidate whether or not fibrils and capsules might be related, we analysed mechanically stressed capsule areas (Fig. 5). Here, tension yielded an alignment of capsule microstructures, as well as fraying on the edges. Fibrillar structures resulting from these processes were similar in diameter to the frustule-covering fibrils.
There are two possible sources for the mechanical force. Firstly, motility of the cells relative to each other in the native biofilm. However, it has been reported for a related species in the order Achnanthales, that motility is lost upon production of EPS structures (Wang et al., 1997). Secondly, mechanical force could be caused by the dehydration during SEM sample preparation. Both explanations lead to the question why mechanical force highlighted the fibrillar microstructure, while relaxed capsule areas (see previous figures) appeared unstructured. Micromanipulation experiments may be required to further investigate the properties of A. minutissimum capsules and their fibrillar microstructures. Such experiments have been conducted by force-mode AFM on the mucilage layers of other diatoms (Higgins et al., 2003; Willis et al., 2013).
Based on this data, we suggest fibrils as a precursor candidate for capsules. Fibrils may condense into the capsule material as depicted in figure 4, for example by enzymatic cross-linking or transglycosylase activity. Fibrils may be disguised in relaxed capsule material because they are arranged in a disorderly fashion, but mechanical stress yielded a visible alignment.
Capsule material does not contain silicon
Silicon (Si) is a major component of diatom frustules, in which it is present as hydrated silicon dioxide. Capsules on the other hand may consist mostly of extracellular polymeric carbohydrates (Wustman et al., 1998; Windler et al., 2015). In order to exclude the possibility that the capsule material we observed might represent frustule deformations or extensions (Windler et al., 2014; Cantonati et al., 2014) it was screened for the presence of Si. Energy-dispersive X-ray (EDX) spectra were recorded from capsule areas with and without a cell body and thus a frustule below them (Fig. 6).
As expected, higher counts around 1.75 keV, which signifies Si (Guerra et al., 2013; Chandrasekaran et al., 2014), were obtained from capsule material, than from cell bodies. Background level Si counts likely result from the frustule edges close-by due to the “pear effect” (Arnould & Hild, 2007). It explains, how excited electrons diffuse into the sample, so that a pear-shaped volume of ca. 0.5-1 µm diameter below the measurement point or area also emits detectable X-rays. The cell bodies in this figure are separated by approximately that distance. The stronger gold (Au) signal of the capsule material around 2.15 keV compared to the control areas probably resulted from the larger sputtered surface area within the measurement volume. Due to the absence of notable Si signals from A. minutissimum capsule material, we can exclude the possibility that it is some kind of frustule extension or deformation.
Furthermore, we can tentatively exclude chitin as a major component of the capsule material, because no notable nitrogen signals (N; 0.39 keV) were recorded from it. Chitin fibrils have been found to be secreted by diatoms into the surrounding water body (Gardner & Blackwell, 1971; Herth, 1979). In contrast, the fibrillar meshes we describe here, tightly covered the frustule surfaces of individual A. minutissimum cells and therefore likely represent different EPS structures.
Bacteria preferentially attach to encapsulated diatom cells
It became apparent during the SEM observations, that diatom-attached bacteria cells occurred more often on capsules than on frustules. To substantiate this observation, bacteria cells were counted on both diatom cell surface types (Fig. 7). Notably higher numbers of bacteria (ca. 25 times more on average) adhered to capsules than to frustules throughout the stationary phase (means: 11.41±8.23 and 0.46±0.82 respectively). The variance in the numbers of bacteria per diatom was larger (ca. 100 times) on encapsulated cells than on frustules, indicating that not all encapsulated A. minutissimum cells were equally strongly colonised by bacteria. Presumably, this is due to the population dynamics of the co-isolated bacteria within different areas of the xenic biofilms.
Bacteria as well as diatom cells with only fibrillar meshes on their frustule were found to individually retain attachment to the substrate. We deem it unlikely that attachment to each other could have been too weak to withstand the rinsing step. Instead, the bacteria preferentially adhered to capsules, while either being actively repelled from non-encapsulated A. minutissimum cells or only not especially drawn to their frustules.
It has been proposed that A. minutissimum capsules might be an asset in the mutualistic relationship of this diatom with its satellite bacteria (Windler et al., 2015). Previous findings suggest a pattern of bacterial adherence to A. minutissimum cells in xenic biofilms that would support this hypothesis (Windler, Gruber & Kroth, 2012): diatom cells were surrounded by a bacteria-free space, followed by a layer of densely aggregated bacteria cells. Although no CV stains were conducted in that study, the bacteria-free regions resemble the EPS structures reported since then as capsules.
In bacterial biofilms, nutrient distribution is predominantly determined by diffusion, sometimes along strong gradients within a biofilm (Stewart, 2003). Similarly, variations of cellular nutrient distributions within freshwater diatom biofilms exist (Murdock et al., 2010). Furthermore, it is possible that diatom capsules serve as a common nutrient pool to the satellite bacteria in a mutualistic relationship (Bruckner et al., 2008). Therefore, competition between individual diatom cells for re-mineralising bacteria could occur. Nutrient-limited, but still photosynthetically active diatom cells may produce predominantly insoluble carbohydrates to foster close attachment of heterotrophic bacteria that re-mineralise EPS or secrete vitamins.
Our finding that bacteria attach preferentially to capsules strengthens the argument that capsules play a role in the inter-kingdom relationship of satellite bacteria and benthic diatoms. Whether this relationship is antagonistic, mutualistic or commensal in nature remains to be elucidated. Labelling experiments with isotopes or fluorophores may assist in the determination of carbohydrate fluxes from the diatom’s EPS structures to bacteria feeding on those.
Published
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Acknowledgements
We thank Joachim Hentschel, Lauretta Nejedli and Michael Laumann of the Electron Microscopy Center of the University of Konstanz for sample preparation, SEM and EDX device operations, and insightful discussions, as well as Ansgar Gruber and Carolina Rio Bartulos for helpful ideas and suggestions. Our gratitude also belongs to two anonymous reviewers whose valuable suggestions improved this manuscript greatly.
References
- Amin SA, Parker MS, Armbrust EV. 2012. Interactions between Diatoms and Bacteria
- Arnould O, Hild F. 2007. On the measurement by EDX of diffusion profiles of Ni/Cu assemblies
- Bahulikar RA. 2006. Diatoms from littoral zone of Lake Constance: diversity, phylogeny, extracellular polysaccharides and bacterial associations
- Bell WH, Lang JM, Mitchell R. 1974. Selective stimulation of marine bacteria by algal extracellular products
- Bosak S, Pletikapić G, Hozić A, Svetličić V, Sarno D, Viličić D. 2012. A Novel Type of Colony Formation in Marine Planktonic Diatoms Revealed by Atomic Force Microscopy
- Bradbury J. 2004. Nature’s Nanotechnologists: Unveiling the Secrets of Diatoms
- Bruckner CG, Bahulikar R, Rahalkar M, Schink B, Kroth PG. 2008. Bacteria Associated with Benthic Diatoms from Lake Constance: Phylogeny and Influences on Diatom Growth and Secretion of Extracellular Polymeric Substances
- Bruckner CG, Rehm C, Grossart H, Kroth PG. 2011. Growth and release of extracellular organic compounds by benthic diatoms depend on interactions with bacteria
- Bruckner CG, Kroth PG. 2009. Protocols for the Removal of Bacteria from Freshwater Benthic Diatom Cultures
- Buhmann M, Kroth PG, Schleheck D. 2012. Photoautotrophic–heterotrophic biofilm communities: a laboratory incubator designed for growing axenic diatoms and bacteria in defined mixed-species biofilms
- Cantonati M, Angeli N, Virtanen L, Wojtal AZ, Gabrieli J, Falasco E, Lavoie I, Morin S, Marchetto A, Fortin C, Smirnova S. 2014. Diatom Achnanthidium minutissimum (Bacillariophyta) valve deformities as indicators of metal enrichment in diverse widely-distributed freshwater habitats
- Chandrasekaran S, Sweetman MJ, Kant K, Skinner W, Losic D, Nann T, Voelcker NH. 2014. Silicon diatom frustules as nanostructured photoelectrodes
- Crawford SA, Higgins MJ, Mulvaney P, Wetherbee R. 2001. Nanostructure of the Diatom Frustule as Revealed by Atomic Force and Scanning Electron Microscopy
- Cyr H, Morton KE. 2006. Distribution of biofilm exopolymeric substances in littoral sediments of Canadian Shield lakes: the effects of light and substrate
- Czarnecki DB. 1994. The freshwater diatoms culture collection at Loras College, Dubuque, Iowa
- Daniel GF, Chamberlain AHL, Jones EBG. 1987. Cytochemical and electron microscopical observations on the adhesive materials of marine fouling diatoms
- Falasco E, Bona F, Ginepro M, Hoffmann L, Ector L. 2009. Morphological abnormalities of diatom silica walls in relation to heavy metal contamination and artificial growth conditions
- Field CB, Behrenfeld MJ, Randerson JT, Falkowski P. 1998. Primary Production of the Biosphere: Integrating Terrestrial and Oceanic Components
- Gardner KH, Blackwell J. 1971. The substructure of crystalline cellulose and chitin microfibrils
- Geitler L. 1932. Der Formwechsel der pennaten Diatomeen (Kieselalgen)
- Geitler L. 1977. Entwicklungsgeschichtliche Eigentümlichkeiten einiger Achnanthes-Arten (Diatomeae)
- Gordon R, Drum RW. 1970. A Capillarity Mechanism for Diatom Gliding Locomotion
- Guerra MBB, Schaefer CEGR, Carvalho GGA de, Souza PF de, Júnior DS, Nunes LC, Krug FJ. 2013. Evaluation of micro-energy dispersive X-ray fluorescence spectrometry for the analysis of plant materials
- Herth W. 1979. The site of β-chitin fibril formation in centric diatoms. II. The chitin-forming cytoplasmic structures
- Higgins MJ, Sader JE, Mulvaney P, Wetherbee R. 2003. Probing the Surface of Living Diatoms with Atomic Force Microscopy: The Nanostructure and Nanomechanical Properties of the Mucilage Layer
- Hlúbiková D, Ector L, Hoffmann L. 2011. Examination of the type material of some diatom species related to Achnanthidium minutissimum (Kütz.) Czarn. (Bacillariophyceae)
- Hoagland KD, Rosowski JR, Gretz MR, Roemer SC. 1993. Diatom Extracellular Polymeric Substances: Function, Fine Structure, Chemistry, and Physiology
- Johnson RE, Tuchman NC, Peterson CG. 1997. Changes in the Vertical Microdistribution of Diatoms within a Developing Periphyton Mat
- Kaplan JB, Fine DH. 2002. Biofilm Dispersal of Neisseria subflava and Other Phylogenetically Diverse Oral Bacteria
- Krammer K, Lange-Bertalot H. 1991. Süßwasserflora von Mitteleuropa, Bacillariophyceae. Achnanthaceae. Kritische Ergänzungen zu Navicula (Lineolatae) und Gomphonema
- Lewin JC. 1955. The Capsule of the Diatom Navicula pelliculosa
- Lubarsky HV, Hubas C, Chocholek M, Larson F, Manz W, Paterson DM, Gerbersdorf SU. 2010. The Stabilisation Potential of Individual and Mixed Assemblages of Natural Bacteria and Microalgae
- MacDonald JD. 1869. On the structure of the Diatomaceous frustule, and its genetic cycle
- Mann DG. 1999. The species concept in diatoms
- Mayama S, Kobayasi H. 1989. Sequential Valve Development in the Monoraphid Diatom Achnanthes minutissima Var. Saprophila
- Molino PJ, Wetherbee R. 2008. The biology of biofouling diatoms and their role in the development of microbial slimes
- Morin S, Coste M, Hamilton PB. 2008. Scanning Electron Microscopy Observations of Deformities in Small Pennate Diatoms Exposed to High Cadmium Concentrations
- Murdock JN, Dodds WK, Reffner JA, Wetzel DL. 2010. Measuring Cellular-Scale Nutrient Distribution in Algal Biofilms with Synchrotron Confocal Infrared Microspectroscopy
- Myklestad S, Holm-Hansen O, Vårum KM, Volcani BE. 1989. Rate of release of extracellular amino acids and carbohydrates from the marine diatom Chaetoceros affinis
- Patrick R, Reimer CW. 1966. The diatoms of the United States
- Pfitzer E. 1871. Untersuchungen über Bau und Entwicklung der Bacillariaceen (Diatomaceen)
- Potapova M, Hamilton PB. 2007. Morphological and Ecological Variation Within the Achnanthidium minutissimum (Bacillariophyceae) Species Complex
- R Development Core Team. 2011. R: A language and environment for statistical computing
- Round FE, Bukhtiyarova L. 1996. Four New Genera Based on Achnanthes (Achnanthidium) Together with a Re-Definition of Achnanthidium
- Schlösser UG. 1994. SAG - Sammlung von Algenkulturen at the University of Göttingen Catalogue of Strains 1994
- Staats N, Stal LJ, Winder B de, Mur LR. 2000. Oxygenic photosynthesis as driving process in exopolysaccharide production of benthic diatoms
- Stewart PS. 2003. Diffusion in Biofilms
- Toyoda K, Idei M, Nagumo T, Tanaka J. 2005. Fine-structure of the vegetative frustule, perizonium and initial valve of Achnanthes yaquinensis (Bacillariophyta)
- Toyoda K, Williams DM, Tanaka J, Nagumo T. 2006. Morphological investigations of the frustule, perizonium and initial valves of the freshwater diatom Achnanthes crenulata Grunow (Bacillariophyceae)
- Wang Y, Lu J, Mollet JC, Gretz MR, Hoagland KD. 1997. Extracellular Matrix Assembly in Diatoms (Bacillariophyceae) II. 2,6-Dichlorobenzonitrile Inhibition of Motility and Stalk Production in the Marine Diatom Achnanthes longipes
- Wang Y, Chen Y, Lavin C, Gretz MR. 2000. Extracellular matrix assembly in diatoms (Bacillariophyceae). IV. Ultrastructure of Achnanthes longipes and Cymbella cistula as revealed by high-pressure freezing/freeze substitution and cryo-field emission scanning electron microscopy
- Wetherbee R, Lind JL, Burke J, Quatrano RS. 1998. Minireview—The first kiss: Establishment and control of initial adhesion by raphid diatoms
- Wickham H. 2009. ggplot2: Elegant Graphics for Data Analysis
- Widdows J, Brinsley M. 2002. Impact of biotic and abiotic processes on sediment dynamics and the consequences to the structure and functioning of the intertidal zone
- Willis A, Chiovitti A, Dugdale TM, Wetherbee R. 2013. Characterization of the extracellular matrix of Phaeodactylum tricornutum (Bacillariophyceae): structure, composition, and adhesive characteristics
- Windler M, Bova D, Kryvenda A, Straile D, Gruber A, Kroth PG. 2014. Influence of bacteria on cell size development and morphology of cultivated diatoms
- Windler M, Leinweber K, Rio Bartulos C, Philipp B, Kroth P. 2015. Biofilm and Capsule Formation of the Diatom Achnanthidium minutissimum Are Affected by a Bacterium
- Windler M, Gruber A, Kroth PG. 2012. Purification of benthic diatoms from associated bacteria using the antibiotic imipenem
- Wustman BA, Lind J, Wetherbee R, Gretz MR. 1998. Extracellular Matrix Assembly in Diatoms (Bacillariophyceae) III. Organization of Fucoglucuronogalactans within the Adhesive Stalks of Achnanthes longipes