- Original article
- Open Access
Printed paper-based arrays as substrates for biofilm formation
© Määttänen et al.; licensee Springer 2014
- Received: 18 February 2014
- Accepted: 25 February 2014
- Published: 6 June 2014
The suitability of paper-based arrays for biofilm formation studies by Staphylococcus aureus is demonstrated. Laboratory-coated papers with different physicochemical properties were used as substrates. The array platform was fabricated by patterning the coated papers with vinyl-substituted polydimethylsiloxane (PDMS) -based ink. The affinity of bacteria onto the flexographically printed hydrophobic and smooth PDMS film was very low whereas bacterial adhesion and biofilm formation occurred preferentially on the unprinted areas, i.e. in the reaction arrays. The concentration of the attached bacteria was quantified by determining the viable colony forming unit (CFU/cm2) numbers. The distribution and the extent of surface coverage of the biofilms were determined by atomic force microscopy. In static conditions, the highest bacterial concentration and most highly organized biofilms were observed on substrates with high polarity. On a rough paper surface with low polarity, the biofilm formation was most hindered. Biofilms were effectively removed from a polar substrate upon exposure to (+)-dehydroabietic acid, an anti-biofilm compound.
- Biofilm formation
- Staphylococcus aureus
- Surface roughness
Bacteria can switch between two different life styles: single cells floating in a liquid medium (planktonic mode) and sessile cells (biofilm mode). Biofilms are surface-attached bacterial life forms which can be described as well-organized communities of cells that are surrounded by a self-produced layer of an extracellular polymeric substance (EPS). Biofilms cause serious threat to human health. They are responsible for a significant number of chronic antibiotic-resistant infections (Donlan and Costerton ). Their chemoresistance has been attributed to various factors. One mechanism is related to the presence of the EPS, which acts as a protective barrier against biocides and toxins and it sequesters nutrients from the environment, thus being an essential part of the strategy of bacteria for persistence under extreme, unfavourable conditions (McDougald et al. ). Other mechanisms include slower growth rate and the presence of resistant subpopulations (persister cells) (Proctor et al. ; Fux et al. ; Anderson and O’Toole ). It has also been shown that biofilms are more tolerant to environmental bacteriophages and phagocytic amoebae than planktonic bacteria (Higashi and Sullam ).
Staphylococcus aureu s is a Gram-positive bacterium regarded as an etiologic agent of a wide range of diseases associated with significant morbidity and mortality and is a leading cause of nosocomial infections (Jabra-Rizk et al. ). In this study S. aureus was selected as a model biofilm-forming organism given its profound association with serious biofilm-mediated pathologies. For instance, it has been established that Staphylococcus spp. biofilms account for more than a half of infections associated with prosthetic devices (Fluckiger et al. ). In addition, S. aureus colonize diabetic, pressure and venous ulcers as well as burn wounds which can result in non-healing infection and may even lead to death. Additionally, S. aureus biofilms are involved in the first stage of cystic fibrosis (CF), as well as in chronic otitis media and osteomyelitis (Lindsay and von Holy ). Unfortunately, all the antibiotics that are currently in use today have been developed to act against dividing phase planktonic bacteria and there is a pressing need for compounds that can selectively act on staphylococcal biofilms (Elliot et al. ; Landini et al. ; Worthington et al. ; Blackledge et al. ; Ausbacher et al. ).
Substrate properties are important for biofilm growth since bacteria generally prefer to grow on available surfaces rather than in the surrounding aqueous phase (Katsikogianni and Missirlis ). Physicochemical surface properties such as roughness and surface energetics, together with the properties of the suspending medium (e.g. pH, surface tension and/or presence of proteins), have been shown to have an influence on the strength and direction (decrease/increase) of microbial adhesion and subsequent biofilm formation (Absolom et al. ; Fletcher and Pringle ; Litzler et al. ; Chung et al. ; Zmantar et al. ; Mosier and Cady ; Nill et al. ; Singh et al. ). In addition, electrostatic interactions (surface charge) and viscoelastic properties (elastic modulus) of the substrate have been shown to influence the bacterial adherence (Brady ; Rosenhahn et al. ).
Paper is a sustainable and recyclable material, and its physicochemical properties (topography, roughness, stiffness, surface energy, polarity, porosity and pore geometry) can be modified quite conveniently by various coating materials and methods and surface treatments (Ihalainen et al. ). Furthermore, the surface of paper can be functionalized by printing of not only graphical inks but also e.g. functional polymers and biomaterials (Siegel et al. ; Määttänen et al. ; Tian and Shen ; Li et al. ; Wang et al. ). By patterning paper for instance with a PDMS-based ink, printable paper-based alternatives for conventional plastic microtiter plates can be fabricated (Määttänen et al. ; Juvonen et al. ). The role of the low surface energy PDMS film can be to confine the liquids or, to direct biomaterial adhesion and growth of e.g. human ARPE-19 cells on the unprinted (PDMS-free) areas as recently demonstrated (Juvonen et al. ).
The goals of this work were to study the effect of certain physicochemical properties of different paper-based substrates on bacterial biofilm growth in static conditions, as well as to demonstrate the use of the printed platform in the investigation of biofilm susceptibility to an antimicrobial agent. The array was constructed through flexographic printing of a patterned PDMS layer on four different types of coated paper substrates with characteristic surface topography, roughness and surface energetics. The changes in bacterial biofilm morphology were followed by high resolution microscopic techniques. The susceptibility tests were conducted using (+)-dehydroabietic acid. The effects of this potent anti-biofilm molecule against S. aureus have been recently reported (Fallarero et al. ) and they were verified here by topographical means.
Four different types of reverse gravure coated papers including substrates coated with two latex blends (coded: Latex 1, Latex 2) and substrates coated with two mineral pigments (coded: Kaolin and PCC (precipitated calcium carbonate)) were fabricated, characterized and used for the biofilm formation studies. A 96-well polystyrene microplate and a PDMS-printed paper substrate were used as reference substrates. Additional file 1: Table S1 summarizes the raw materials used in the substrates.
The detailed fabrication procedures and properties of the multilayer pigment-coated paper substrates have been described in earlier publications (Bollström et al. [2009, 2010]; Määttänen et al. ).
The aqueous latex blends consisted of film-forming (low glass transition temperature (Tg)) and non-film-forming (high Tg) components. The hard high-Tg latex (plastic pigment) particles (size 100 – 200 nm) provide blocking resistance, mechanical strength and integrity to the film, while the soft (low Tg) latex particles act as a film-forming component (Schuler et al. ; Ihalainen et al. [2007, 2010]). All the paper substrates were dried by using an IR lamp and calendered before use, pigment-based substrates at a nip pressure and temperature of 50 bars and 70°C and latex-based substrates at 70 bars and 35°C, respectively. The latex coatings were washed with purified water and absolute ethanol and further IR cured for 1 min in order to thermally modify the topography to gain a bimodal structure with a large surface area.
Atomic force microscopy (AFM)
An NTEGRA Prima (NT-MDT, Russia) atomic force microscope (AFM) was used for analyzing the topography of the substrates and the biofilms. The microscope was placed on an active vibration isolation table (TS-150, Table Stable Ltd., Switzerland), which was further placed on a stone table to eliminate external vibrational noise. Topography imaging was carried out in intermittent-contact mode under ambient conditions (relative humidity (RH) = 30 ± 10%, room temperature (RT) = 26 ± 2°C) using uncoated rectangular silicon cantilevers (MikroMasch, model DP16/GP/AlBS (typical resonance frequency: 170 kHz, typical spring constant: 40 N/m) and NT-MDT, models NSG10 (resonance frequency: 240 kHz, spring constant: 11.8 N/m) and NSG30 (resonance frequency: 240 kHz, spring constant: 40 N/m)). The images were recorded in the repulsive regime using a damping ratio of 0.6–0.7 and a scan speed of 0.2–0.4 Hz. The AFM images were processed and analyzed with the Scanning Probe Image Processor software (SPIP™, Image Metrology, Denmark) and the following roughness parameters were calculated for describing the surfaces: root mean square (RMS) roughness (Sq), root mean square gradient (Sdq) and the surface area ratio (Sdr). Sq expresses the standard deviation of the height values within the image, Sdq the root mean square average of the local surface slopes within the sampling area and Sdr the increment of the interfacial surface area relative to the area of the projected (flat) x-y plane (Stout et al. ). Also the height difference between the highest peak and the lowest valley (Sz or Z-range) is reported.
Contact angle and surface energy determination
Determined surface roughness parameters for the studied substrates
Staphylococcus aureus (ATCC 25923) was used as a model for biofilm-forming bacteria in all the experiments. Typically, biofilms are prepared in vitro using 96-well microplates made of polystyrene (Nunclon Δ surface, Nunc, Roskilde, Denmark). Therefore, this plastic surface was used as a reference substrate to compare the biofilm formation with those observed for the paper substrates. Bacterial cultivation and biofilm forming experiments on 96-well microplates were conducted as previously described (Sandberg et al. ). Briefly, bacteria were cultured in 30 g/L Tryptic Soy Broth (TSB) (Fluka Biochemika, Switzerland) under aerobic conditions at 37°C for 4 hours and 200 rpm to reach exponential growth, up to a concentration of 108 CFU/mL. To promote biofilm formation, a bacterial suspension (106 CFU/mL, 200 μL/well, in TSB) was added into 96-well microplates and they were incubated for 18 h under aerobic conditions (37°C, 200 rpm) as described earlier (Sandberg et al. ). Paper-based substrates were used in a pattern of 4 well diameters (5 mm each). Biofilm formation in the paper substrates was monitored using a modified microtiter well plate assay. The substrates were placed in 6-well microplates, into which suspensions of exponentially grown bacteria (106 CFU/mL, 5 mL/well, in TSB) were added and biofilms were similarly allowed to be formed at 37°C, 200 rpm for 18 h. The total substrate area where biofilms could be formed in the printed substrates was calculated to be 0.784 cm2. At the end of the incubation period, the suspensions were removed from the plates and the substrates were transferred to sterile 6-well plates for visualization with AFM. Parallel samples were rinsed in sterile water (by immersion for a few seconds) and biofilms were scraped off the substrates in 100 μL TSB using sterile plastic sticks and rinsed with additional 100 μL of TSB. To disperse the bacterial aggregates, samples were immersed in a high power ultrasonic bath (Bandelin Sonorex Digitec) using an in-house built-in device that allowed them to be in full contact with water without touching the bottom surface of the sonicator. The sonication time was kept short (5 min, 35 kHz) and performed at RT. The disaggregated biofilms were serially diluted, spread onto Tryptic Soy Agar (TSA) plates and incubated at 37°C overnight. The morphology of the resulting bacterial colonies was inspected and confirmed to be S. aureus. The inclusion of paper controls that were inoculated only with media, allowed the exclusion of potential contamination.
Viable bacterial cell densities were quantified and expressed as CFU/cm2. The differences between the area distributions where biofilms were formed in the printed substrates and the microtiter well plates were taken into account, since in the wells biofilms were also formed on the sides of the wells, not only on the bottom.
Initial adhesion studies
To study the impact of the initial adhesion on the substrates, two of them (Latex 2 and PCC) were exposed to S. aureus suspensions, as described in Biofilm formation section. Instead of 18 h, the suspensions were added to the substrates only for 5 minutes to allow only the occurrence of initial attachment. After that time, suspensions were removed and fresh TSB was added, and the samples were incubated for 18 hours. AFM images of the samples were performed right after finishing this procedure.
Biofilm maintenance on the substrates
Comparative studies between sample Latex 2 and the 96-well polystyrene microplates were performed. Biofilms were formed as described earlier in Biofilm formation section. At the end of the incubation period (18 h), TSB was removed and samples were stored without culture media at +4°C for 1 or 2 weeks. At the end of the storage period, the presence of biofilms was confirmed by AFM. Also, the density of viable biofilm bacteria was measured by scraping bacteria off from the surface.
Effect of an anti-biofilm compound
After the 18 h biofilm formation period, 20 μL of (+)-dehydroabietic acid (coded K2, at a concentration of 400 μM) was added on top of the biofilms formed on the Latex 2 surface. Samples were then kept for 24 hours under aerobic conditions (37°C, 200 rpm). AFM images were taken at the end of the incubation period with K2.
Characterization of the substrates
Wetting and surface energy characterization
θ r [°]
Surface energy [mN/m]
γ s p
γ s d
84 ± 1
52 ± 1
73 ± 1
74 ± 3
47 ± 2
59 ± 2
64 ± 2
50 ± 1
48 ± 1
92 ± 3
52 ± 1
52 ± 2
80 ± 1b
37 ± 2b
53 ± 2b
114 ± 1b
92 ± 2b
96 ± 1b
Characterization of the biofilm growth
Bacterial exposure to the different substrates (18 h) and biofilm formation
Quantification of the bacterial biofilms attached to the substrates
Right after the 18 h incubation period[CFU/cm2]
After 1 week storage in + 4°C[CFU/cm2]
After 2 weeks storage in + 4°C[CFU/cm2]
1.8 × 107
2.5 × 108
4.3 × 107
4.6 × 106
3.1 × 108
1.4 × 107
5.0 × 107
3.5 × 107
3.6 × 106
1.0 × 106
Compared to Latex 2 and Kaolin samples, less biofilm was formed on the other studied substrates (Figures 4a, d-f). This is in accordance with the lower CFU/cm2 values (Table 3). On Latex 1 sample the optical micrographs (Additional file 1: Figure S2) show unevenly distributed patches with a darker contrast. The AFM measurements confirmed that the dark areas corresponded to a biofilm (Figure 4a i) whereas the light areas contained no biofilm (Figure 4a ii). On the other hand, the surface of PCC sample contained both areas where no biofilm had formed (Figure 4f) and areas where loosely packed S. aureus capsules with a height of 400-700 nm partially covered the pigment coating (Additional file 1: Figure S3). Finally, very sporadically distributed bacterial cells were observed on the printed PDMS surfaces (Figure 4f).
Short bacterial exposure to the different substrates (5 mins) and further biofilm formation
Maintenance of biofilms on a selected substrate
The stability of the S. aureus biofilm formed on Latex 2 sample was followed by storing freshly prepared biofilms for 1 and 2 weeks at +4°C. The influence of storage time on the density of the viable biofilm cells is shown in Table 3. The evolution of topography of the biofilm during storage was followed by AFM. Additional file 1: Figure S4 shows AFM topographs after 0, 1 and 2 weeks storage. Corresponding height profiles are shown in Additional file 1: Figure S5.
The effect of an anti-biofilm compound on the biofilm
Influence of substrate properties on biofilm growth
Roughness and topography
Previous studies have shown that initial bacterial attachment is directly dependent on the surface roughness of the substrate as increasing roughness usually leads to an increase in surface area accessible to bacteria (Kawai et al. ; Carlén et al. ). The PCC sample has clearly the highest Sq and Sdr values amongst the studied substrates (Table 1), and purely from the roughness perspective would be expected to have the highest initial bacterial attachment. However, the CFU counts and AFM measurements revealed that the S. aureus cells adhered better on the Latex 2 sample compared to the rougher PCC sample even after only 5 minutes of exposure.
While high roughness has been said to be beneficial for the initial adherence of bacteria (Kawai et al. ; Carlén et al. ), the size and shape of the grooves, scratches, depressions and other topographical features are also important. Bacteria have been shown to preferentially adhere to irregularities that conform to their size due to the increased bacteria-surface contact area (Katsikogianni and Missirlis ). Protruding topographical features on the other hand have been shown to decrease the biofilm growth kinetics and enhance the aggregation of bacteria. Chung et al. for instance found out that an engineered PDMS surface with microtopographic features hindered the S. aureus biofilm formation compared to smooth PDMS surfaces (Chung et al. ). The protruded topographical features act as physical barriers to inhibit the expansion of small clusters of bacteria residing in surface cavities, physically disrupting further colonization and subsequent biofilm formation (Chung et al. ). Previously, the biofilm growth of S. aureus has been shown to be independent on surface morphology when the protruding height features were more than one order of magnitude lower than the size of the bacterial cells (Litzler et al. ). Comparing the size of a bacterial capsule (height ~560 nm and width ~1 μm, Additional file 1: Figure S3) and the Sz values of the substrates, the morphology of PDMS and PS (96-well plate) substrates should not hinder the biofilm growth. The Sz values of the other substrates are considerably higher. Despite this, areas covered by a biofilm were seen on Latex 2 and Kaolin substrates, small local biofilm islands even on Latex 1. The reason might be that the spatial distance (spacing) between the protruding features is small compared to the size of the S. aureus cells. Therefore, from the perspective of the S. aureus cell capsules e.g. the Kaolin surface might appear not that much different from the Latex 2 surface. The PCC sample was the only coated paper substrate where the bacteria never formed a continuous fully covering biofilm. Since the surface energy, polarity and CFU’s of the PCC and Latex 1 were very similar, the main remaining factor differentiating these two samples was roughness, i.e. the protruding topographical features obviously must play a role on the biofilm formation.
It has been observed that contact angle of water, which is closely related to the polarity of the substrate, relates better to bacterial film growth in aqueous systems compared to the total surface energy values (Fletcher and Pringle ). The amount of bacteria attached to the surface has been shown to increase with decreasing contact angle within the range from 110 to ca. 70-80 (Fletcher and Pringle ). Here, a similar trend was observed. While hydrophilic interactions increase with increasing polarity, similar dependence is shown here between the polarity and the viable colony counts.
Biofilm formation on paper-based arrays
S. aureus biofilms were more prone to form on the polar substrates as was clearly seen for Latex 2. Although the substrates used in this work were paper-based materials, it is important to note that they are furnished with a barrier layer which quite effectively prevents the absorption of water and inhibits the soaking effect commonly observed with the conventional paper grades, such as copy paper or filter paper. Soaking could have been one potential explanation for the higher bacterial attachment, but it is not the case with these substrates. In addition, the pigment coated papers have very small average pore size (50-100 nm) and thus the individual bacterial cells are not expected to fit into the pores and absorb deep into the coating. Finally, the hydrophobic PDMS further prevents the water soaking effect.
After a very short period of time (5 mins) S. aureus became effectively attached to Latex 2 and the cells present were enough to allow biofilm formation during 18 hours (as indicated by AFM results). The long-term stability and possible destruction of the biofilms on Latex 2 was studied by following the amount of biofilm during storage. The amount of bacteria on the surface dropped by approximately one order of magnitude per week during sample storage, being still on a level of 107 after one week storage (Table 3). This amount of bacteria is similar to that observed for the 96-well PS microplates which is still enough for conducting anti-biofilm studies. Similar decreasing CFU/cm2 values as a function of time have been observed also on other substrates, e.g. polymer films with S. aureus and other bacteria (Aviv et al. ). To offer a proof-of-concept for the suitability of this substrate for anti-biofilm studies, Latex 2 was exposed to (+)-dehydroabietic acid, a molecule that has been recently shown to display high potency and efficacy against S. aureus biofilms, in vitro (Fallarero et al. ). It has been previously demonstrated (by fluorescence microscopy) that this compound significantly kills biofilm bacteria attached to 96-well microplates, causing more than 4-log reduction of the viable biofilm density, at 400 μM upon 24 hours exposure. The results obtained in this study using AFM imaging are in agreement with these previous findings. One advantage of using the planar paper-based samples is the fact that sample preparation and AFM analysis becomes more straightforward compared to the 96-well plate bottoms. Other future improvements and potential advantages related to the use of the planar and flexible paper-based platforms include e.g. the possibility to print potential antimicrobial agents on the wells prior to the biofilm formation experiments. Such experiments are currently underway. This concept is preliminary demonstrated in Additional file 1: Figure S6 which shows AFM images of S. aureus biofilms on Latex 2 pre-treated with printed penicillin.
Technical contributions of Malena Skogman and Suvi Manner are greatly appreciated. Natalja Genina and Niklas Sandler are acknowledged for printing of penicillin. Laboratory of Paper Coating and Converting, Åbo Akademi University is acknowledged for preparing the pigment coated paper substrates. Funding from the Academy of Finland through the National Center of Excellence programme (FunMat CoE) is acknowledged (A.M., P. I., J. P.). Funding from Drug Discovery and Chemical Biology (Biocenter Finland) and Academy of Finland (decisions 128870, 264064 and 272266) are acknowledged (A.F., P.V.).
- Absolom DR, Lamberti FV, Policova Z, Zingg W, van Oss CJ, Neumann AW: Surface thermodynamics of bacterial adhesion. Appl Environ Microbiol 1983, 46: 90–97.PubMed CentralPubMedGoogle Scholar
- Anderson GG, O’Toole GA: Innate and induced resistance mechanisms of bacterial biofilms. Curr Top Microbiol Immunol 2008, 322: 85–105.PubMedGoogle Scholar
- Ausbacher D, Fallarero A, Kujala J, Määttänen A, Peltonen J, Strøm MB, Vuorela PM: Staphylococcus aureus biofilm susceptibility to small and potent β 2,2 -amino acid derivatives. Biofouling 2014, 30: 81–93. 10.1080/08927014.2013.847924View ArticlePubMedGoogle Scholar
- Aviv M, Berdicevsky I, Zilberman M: Gentamicin-loaded bioresorbable films for prevention of bacterial infections associated with orthopedic implants. J Biomed Mater Res A 2007, 83: 10–19. 10.1002/jbm.a.31184View ArticlePubMedGoogle Scholar
- Blackledge MS, Worthington RJ, Melander C: Biologically inspired strategies for combating bacterial biofilms. Curr Opin Pharmacol 2013, 13: 699–706. 10.1016/j.coph.2013.07.004PubMed CentralView ArticlePubMedGoogle Scholar
- Bollström R, Määttänen A, Tobjörk D, Ihalainen P, Kaihovirta N, Österbacka R, Peltonen J, Toivakka M: A multilayer coated fiber-based substrate suitable for printed functionality. Org Electron 2009, 10: 1020–1023. 10.1016/j.orgel.2009.04.014View ArticleGoogle Scholar
- Bollström R, Määttänen A, Ihalainen P, Peltonen J, Toivakka M (2010) Method for creating a substrate for printed or coated functionality, substrate, functional device and its use. PCT/FI2010/050056, WO 2010/086511.Google Scholar
- Brady RF Jr: Properties which influence marine fouling resistance in polymers containing silicon and fluorine. Prog Org Coat 1999, 35: 31–35. 10.1016/S0300-9440(99)00005-3View ArticleGoogle Scholar
- Brady RF: Clean hulls without poisons: devising and testing nontoxic marine coatings. J Coat Technol 2000, 72: 45–56. 10.1007/BF02698394View ArticleGoogle Scholar
- Candries M, Anderson CD, Atlar M (2001) Foul release systems and drag. Proceedings of the PCE 2001 Conference, Antwerp, pp 273–286Google Scholar
- Carlén A, Nikdel K, Wennerberg A, Holmberg K, Olsson J: Surface characteristics and in vitro biofilm formation on glass ionomer and composite resin. Biomaterials 2001, 22: 481–487. 10.1016/S0142-9612(00)00204-0View ArticlePubMedGoogle Scholar
- Chung KK, Schumacher JF, Sampson EM, Burne RA, Antonelli PJ, Brennan AB: Impact of engineered surface microtopography on biofilm formation of S taphylococcus aureus . Biointerphases 2007, 2: 89–94. 10.1116/1.2751405View ArticlePubMedGoogle Scholar
- Donlan RM, Costerton JW: Biofilms: survival mechanisms of clinically relevant microorganisms. Clin Microbiol Rev 2002, 15: 167–193. 10.1128/CMR.15.2.167-193.2002PubMed CentralView ArticlePubMedGoogle Scholar
- Duel LA, Owen MJ: ESCA studies of silicone release coatings. J Adhes 1983, 16: 49–59. 10.1080/00218468308074904View ArticleGoogle Scholar
- Elliott GR, Peterson PK, Verbrugh HA, Freiberg MR, Hoidal JR, Quie PG: Influence of subinhibitory concentrations of penicillin, cephalothin, and clindamycin on staphylococcus aureus growth in human phagocytic cells. Antimicrob Agents Chemother 1982, 22: 781–784. 10.1128/AAC.22.5.781PubMed CentralView ArticlePubMedGoogle Scholar
- Fallarero A, Skogman M, Kujala J, Rajaratnam M, Moreira VM, Yli-Kauhaluoma J, Vuorela P: (+)-Dehydroabietic acid, an abietane-type diterpene, inhibits Staphylococcus aureus biofilms in vitro. Int J Mol Sci 2013, 14: 12054–12072. 10.3390/ijms140612054PubMed CentralView ArticlePubMedGoogle Scholar
- Fletcher M, Pringle JH: The effect of surface free energy and medium surface tension on bacterial attachment to solid surfaces. J Colloid Interface Sci 1985, 104: 5–14. 10.1016/0021-9797(85)90004-9View ArticleGoogle Scholar
- Fluckiger U, Ulrich M, Steinhuber A, Döring G, Mack D, Landmann R, Goerke C, Wolz C: Biofilm formation, icaADBC transcription, and polysaccharide intercellular adhesin synthesis by staphylococci in a device-related infection model. Infect Immun 2005, 73: 1811–1819. 10.1128/IAI.73.3.1811-1819.2005PubMed CentralView ArticlePubMedGoogle Scholar
- Fux CA, Costerton JW, Stewart PS, Stoodley P: Survival strategies of infectious biofilms. Trends Microbiol 2005, 13: 34–40. 10.1016/j.tim.2004.11.010View ArticlePubMedGoogle Scholar
- Higashi J, Sullam P: Staphylococcus aureus biofilms. In Biofilms, Infection, and Antimicrobial Therapy. Edited by: Pace J, Rupp M, Finch R. CRC Press, Florida; 2006:81–108.Google Scholar
- Ihalainen P, Backfolk K, Sirviö P, Peltonen J: Thermal analysis and topographical characterization of latex films by scanning probe microscopy. J Appl Phys 2007, 101: 043505. 10.1063/1.2429722View ArticleGoogle Scholar
- Ihalainen P, Backfolk K, Sirviö P, Peltonen J: Topographical, chemical, thermal and electrostatic properties of latex films. Colloids Surf A Physicochem Eng Asp 2010, 354: 320–330. 10.1016/j.colsurfa.2009.07.017View ArticleGoogle Scholar
- Ihalainen P, Määttänen A, Järnström J, Tobjörk D, Österbacka R, Peltonen J: Influence of surface properties of coated papers on printed electronics. Ind Eng Chem Res 2012, 51: 6025–6036. 10.1021/ie202807vView ArticleGoogle Scholar
- Jabra-Rizk MA, Meiller TF, James CE, Shirtliff ME: Effect of farnesol on Staphylococcus aureus biofilm formation and antimicrobial susceptibility. Antimicrob Agents Ch 2006, 50: 1463–1469. 10.1128/AAC.50.4.1463-1469.2006View ArticleGoogle Scholar
- Juvonen H, Määttänen A, Laurén IP, Urtti A, Yliperttula M, Peltonen J: Biocompatibility of printed paper-based arrays for 2-D cell cultures. Acta Biomater 2013, 9: 6704–6710. 10.1016/j.actbio.2013.01.033View ArticlePubMedGoogle Scholar
- Katsikogianni M, Missirlis YF: Concise review of mechanisms of bacterial adhesion to biomaterials and of techniques used in estimating bacteria- material interactions. Eur Cell Mater 2004, 8: 37–57.PubMedGoogle Scholar
- Kawai K, Urano M, Ebisu S: Effect of Surface Roughness of porcelain on adhesion of bacteria and their synthesizing glucans. J Prosthet Dent 2000, 83: 664–667. 10.1067/mpr.2000.107442View ArticlePubMedGoogle Scholar
- Keller SW: Determination of the Leak Size Critical to Package Sterility Maintenance. Virginia Polytechnic Institute and State University, Blacksburg, Virginia; 1998.Google Scholar
- Landini P, Antoniani D, Burgess J, Nijland R: Molecular mechanisms of compounds affecting bacterial biofilm formation and dispersal. Appl Microbiol Biot 2010, 86: 813–823. 10.1007/s00253-010-2468-8View ArticleGoogle Scholar
- Li M, Tian J, Al-Tamimi M, Shen W: Paper-based blood typing device that reports patient’s blood type ‘in writing’. Angew Chem Int Ed 2012, 51: 5497–5501. 10.1002/anie.201201822View ArticleGoogle Scholar
- Lindsay D, von Holy A: Bacterial biofilms within the clinical setting: what healthcare professionals should know. J Hosp Infect 2006, 64: 313–325. 10.1016/j.jhin.2006.06.028View ArticlePubMedGoogle Scholar
- Litzler P-Y, Benard L, Barbier-Frebourg N, Vilain S, Jouenne T, Beucher E, Bunel C, Lemeland J-F, Bessou J-P: Biofilm formation on pyrolytic carbon heart valves: influence of surface free energy, roughness, and bacterial species. J Thorac Cardiovasc Surg 2007, 134: 1025–1032. 10.1016/j.jtcvs.2007.06.013View ArticlePubMedGoogle Scholar
- Määttänen A, Ihalainen P, Bollström R, Toivakka M, Peltonen J: Wetting and print quality study of an inkjet-printed poly(3-hexylthiophene) on pigment coated papers. Colloids Surf A 2010, 367: 76–84. 10.1016/j.colsurfa.2010.06.019View ArticleGoogle Scholar
- Määttänen A, Fors D, Wang S, Valtakari D, Ihalainen P, Peltonen J: Paper-based planar reaction arrays for frinted diagnostics. Sens Actuators B 2011, 160: 1404–1412. 10.1016/j.snb.2011.09.086View ArticleGoogle Scholar
- McDougald D, Rice SA, Barraud N, Steinberg PD, Kjelleberg S: Should we stay or should we go: mechanisms and ecological consequences for biofilm dispersal. Nat Rev Microbiol 2011, 10: 39–50.PubMedGoogle Scholar
- Mosier AP, Cady NC: Analysis of bacterial surface interactions using microfluidic systems. Sci Prog 2011, 94: 431–450. 10.3184/003685011X13201828216868View ArticlePubMedGoogle Scholar
- Nill P, Kern DP, Goehring N, Peschel A: Influence of surface patterning on bacterial growth behavior. J Vac Sci Technol B Microelectron Nanometer Struct 2011, 29: 06FA03. 10.1116/1.3662084View ArticleGoogle Scholar
- Owens DK, Wendt RC: Estimation of the surface free energy of polymers. J Appl Polym Sci 1969, 13: 1741–1747. 10.1002/app.1969.070130815View ArticleGoogle Scholar
- Peltonen J, Järn M, Areva S, Linden M, Rosenholm JB: Topographical parameters for specifying a three-dimensional surface. Langmuir 2004, 20: 9428–9431. 10.1021/la0400252View ArticlePubMedGoogle Scholar
- Proctor RA, Balwit JM, Vesga O: Variant subpopulations of Staphylococcus aureus as cause of persistent and recurrent infections. Infect Agents Dis 1994, 3: 302–312.PubMedGoogle Scholar
- Pudleiner H, Dujardin R, Albers R (2006) Active ingredient-containing silicone elastomers. US 11/718,587: PCT/EP2005/011365Google Scholar
- Rosenhahn A, Finlay JA, Pettit ME, Ward A, Wirges W, Gerhard R, Callow ME, Grunze M, Callow JA: Zeta potential of motile spores of the green alga Ulva linza and the influence of electrostatic interactions on spore settlement and adhesion strength. Biointerphases 2009, 4: 7–11. 10.1116/1.3110182View ArticlePubMedGoogle Scholar
- Sandberg M, Määttänen A, Peltonen J, Vuorela PM, Fallarero A: Automating a 96-well microtitre plate model for Staphylococcus aureus biofilms: an approach to screening of natural antimicrobial compounds. Int J Antimicrob Agents 2008, 32: 233–240. 10.1016/j.ijantimicag.2008.04.022View ArticlePubMedGoogle Scholar
- Schuler B, Baumstark R, Kirsch S, Pfau A, Sandor M, Zosel A: Structure and properties of multiphase particles and their impact on the performance of architectural coatings. Prog Org Coat 2000, 40: 139–150. 10.1016/S0300-9440(00)00136-3View ArticleGoogle Scholar
- Siegel AC, Phillips ST, Wiley BJ, Whitesides GM: Thin, lightweight, foldable thermochromic displays on paper. Lab Chip 2009, 9: 2775–2781. 10.1039/b905832jView ArticlePubMedGoogle Scholar
- Singh AV, Vyas V, Salve TS, Cortelli D, Dellasega D, Podestà A, Milani P, Gade WN: Biofilm formation on nanostructured titanium oxide surfaces and a micro/nanofabrication-based preventive strategy using colloidal lithography. Biofabrication 2012, 4: 025001. 10.1088/1758-5082/4/2/025001View ArticlePubMedGoogle Scholar
- Stout KJ, Sullivan PJ, Dong WP, Mainsah E, Luo N, Mathia T, Zahouani H (1993) The development of methods for the characterization of roughness on three dimensions. Vol. Publication no. EUR 15178 EN of the Commission of the European Communities. Scanning Probe Image Processor, SPIP, ©Image Metrology A/S, LuxembourgGoogle Scholar
- Tian J, Shen W: Printing enzymatic reactions. Chem Commun 2011, 47: 1583–1585. 10.1039/c0cc03369cView ArticleGoogle Scholar
- Van Oss CJ, Chaudhury MK, Good RJ: Monopolar surfaces. Adv Colloid Interface Sci 1987, 28: 35–64. 10.1016/0001-8686(87)80008-8View ArticlePubMedGoogle Scholar
- Van Oss CJ, Chaudhury MK, Good RJ: Interfacial Lifshitz-van Der Waals and polar interactions in macroscopic systems. Chem Rev 1988, 88: 927–941. 10.1021/cr00088a006View ArticleGoogle Scholar
- Wang J, Yiu B, Obermeyer J, Filipe CDM, Brennan JD, Pelton R: Effects of temperature and relative humidity on the stability of paper-immobilized antibodies. Biomacromolecules 2012, 13: 599–564.Google Scholar
- Wenzel R: Resistance of solid surfaces to wetting by water. Industr Eng Chem 1936, 28: 988–994. 10.1021/ie50320a024View ArticleGoogle Scholar
- Worthington RJ, Richards JJ, Melander C: Small molecule control of bacterial biofilms. Org Biomol Chem 2012, 10: 7457–7474. 10.1039/c2ob25835hPubMed CentralView ArticlePubMedGoogle Scholar
- Zmantar T, Bettaieb F, Chaieb K, Ezzili B, Mora-Ponsonnet L, Othmane A, Jaffrézic N, Bakhrouf A: Atomic force microscopy and hydrodynamic characterization of the adhesion of Staphylococcus aureus to hydrophilic and hydrophobic substrata at different pH values. World J Microb Biot 2011, 27: 887–896. 10.1007/s11274-010-0531-3View ArticleGoogle Scholar