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Biofilms and Impaired Wound Healing 197
neutrophils also produce cytokines, which recruit and activate even more neu­trophils, enhancing the inammatory response. Cytokines such as TNF-a, interleukin-1 (IL-1) and interleukin-6 (IL-6) have been found to be signicantly increased in wound uid obtained from non-healing ulcers compared to healing ulcers (Wallace and Stacey 1998; Trengove et al. 2000). Moreover, neutrophils recruit macrophages from the bloods tream, which are also affected by the presence of a biolm.
Macrophages are functionall
y divided into two groups: the M1 and the M2 macrophages. M1 macrophages are pro-inammatory and produce cytokines, reactive oxygen species and phagocytize debris and microbes. M1 macrophages are therefore sometimes termed microbicidalmacrophages. M2 macrophages are reparative and produce polyamines which promote skin cell proliferation and induce collagen production (Zhao et al. 2013; Motz et al. 2021; Sindrilaru and Scharffetter-Kochanek 2013)
n normal wound healing, there is a regulated balance
. I between M1 and M2 macrophages, but in biolm-infected wounds, this balance seems disrupted. Initially, the presence of bacteria causes a large inltration of M1 macrophages into the wound, intensifying the inammatory cytokine production (Raziyeva et al. 2021). Yet, some in vitro studies have found that S. aureus biolms specically can alter the ratio of M1 to M2 macrophages, by altering the macro­phage gene expression away from the M1 phenotype towards the less microbicidal M2 phenotype (Hanke et al. 2012; Thurlow et al. 2012). Moreover, one of these studies observed that S. aureus biolms caused a decreased macrophage migration towards the biolm and induced macrophage death by unknown mechanisms in an in vivo mouse model (Thurlow et al. 2012). Lipopolysaccharides of bacterial origin can also prevent macrophages from recognising apoptotic neutrophils destined for engulng. When the neutrophils are not properly cleared by the macrophages, this leads to necrotic disintegration and further wound damage (Khandaker et al. 1998; W
t et al. 2008). Studies have also found that microbial biolms might disrupt
olcot healing by interfering with the normal behaviour of human skin cells. In one study, S. aureus biolms were found to promote altered gene expressions in human skin keratinocytes causing an upregulation of inammatory genes and inducing the production of several interleukins (Secor et al. 2011). In another study, an extra­cellular bronectin-binding protein produced by S. aureus was found to slow the migration of keratinocytes in vitro, thereby presenting another mechanism by which microbes might restrict epithelialization (Kintarak et al. 2004)
Besides
changing phenotypic
responses and migration, biolms may cause direct
.
damage to the skin and immune cells (Gajula et al. 2020). Rhamnolipids produced by P. aeruginosa have been found to cause necrosis of neutrophils in vitro (Jensen et al. 2007), as well as disruption of macrophage membranes, leading to decreased phagocytosis (McClure and Schiller 1992). In high amounts, rhamnolipids have also been correlated to increased microbial killing of macrophages (Chua et al.
2017). Furthermore, P. aeruginosa has been found to produce an exotoxin named
pyocyanin which drastically increases neutrophil apoptosis both in vitro and in a murine animal model (Prince et al. 2008). Other unknown compounds in biolm conditioned media produced by S. aureus and P. aeruginosa have been found to be
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highly cytotoxic against keratinocytes (Kirker et al. 2009; Jeffery Marano et al.
2015). Transcriptome analyses of isolates obtained from chronic woun ds and joint
infections have found that many virulence factors are upregulated in microbes isolated from infectious environments (Xu et al. 2016; Cornforth et al. 2018). Such analyses have also shown that wound isolates expres s altered metabolic pathways and upregulation of resistance genes. In general, biolm in wounds survives well due to several survival mechanisms, but that is outside the scope of this chapter and has recently been reviewed elsewhere (Thaarup et al.
2022).
Disruption of Microenvironment
Microbial biolms impair wound healing not only by affecting the skin and immune cells but also by altering the microenvironment to an unfavourable state which does not promote tissue regeneration. This is problematic, as a favourable wound microenvironment has been described as the most important supporting factor in achieving successful healing (Uluer et al. 2018).
Healthy skin is usually found to be slightly acidic with a pH in the range of 4.0–
6.0 (Schneider et al. 2007). Acidic skin environment deters the growth of many pathogens and fungi, as they often need pH above 6.0 to grow. Unfortunately, the pH of chronic wounds has often been found to be alkaline with a pH within the range of 7.3–8.9 (Schneider et al. 2007). Moreover, healing has been reported to progress at a reduced speed in wounds with an alkaline microenvironment (Leveen et al. 1973; Tsukada et al. 1992). The alkalinity observed in chronic wounds is thought to be partially due to tissue necrosis and bacterial activity. Many bacterial wound species are able to produce ammonia, which in itself is a toxic compound causing tissue damage but it also increases the wound pH (Leveen et al. 1973; Percival et al. 2014). One study reported that the normal acidic environment of skin became alkaline following the colonisation of microbes (Schneider et al. 2007). Several in vitro experiments have corroborated that microbial growth in various media types, even acidic media, often results in an alkaline microenvironment and some studies have noted that co-cultures of bacteria increases the pH to a higher degree than monocultures do (Kadam et al. 2021; Cendra et al. 2019). A study by Hostacka et al. (2010) found that both P. aeruginosa and K. pneumoniae exhibited increased biolm production in vitro when exposed to an alkaline pH of 8.5. A different study found that biolms of P. aeruginosa produced larger amounts of both alginate and proteases when grown at a pH of 8.0 (Harjai et al. 2005 ). In general, alkaline wound environments support the continued degradation of skin tissue while potentially promoting bacterial biolm formation.
In vitro and ex vivo skin models have been used to investigate the effect of pH on the behaviour of human immune cells. Such investigations generally nd that immune cells function best at neutral pH levels. According to one study, leukocyte motility peaks at a pH of 7.5 (Percival et al. 2014), while another study found that polymorphonuclear leukocytes (PMNs) showed the highest motility at pH levels between 6.7 and 7.2 (Leblebicioglu et al. 1996). That same study also found that
Biofilms and Impaired Wound Healing 199
phagocytosis of bacteria functioned best at a pH of 7.7. A later study by the same group found that PMNs undergo apoptosis to a larger degree under alkaline con­ditions (Leblebicioglu and Walters 1999). Moreover, it has been observed that macrophage production of TNF-a is increased at alkaline pH (Heming et al. 2001). Unfortunately, tissue-destroying enzymes such as matrix metalloproteases and collagenases also function best at alkaline pH, which further delays healing (Sch-
Percival et al. 2014).
neider et al.
2007;
Oxygen limitation is another microenvironmental factor that decreases the healing potential of a woun
d. The hypoxic microenvironment observed in chronic wounds is most likely due to the combined oxygen consumption of both immune cells and microbes (Wu et al. 2018). Oxygen is a necessity for most cellular functions, as it is involved in the creation of biological energy equivalents (Schreml et al. 2010). It is also particularly vital for wound healing as it is needed for forming new blood vessels, synthesising new collagen, cell proliferation and other reparative processes (Schreml et al. 2010; Gottrup 2004). Oxygen is also used in the defence mechanisms employed by the immune cells. Both neutrophils and macrophages produce reactive oxygen species that are meant to defer bacterial contamination (Trostrup et al. 2013). PMNs in particular are known for their ability to mount a respiratory burst, an essential component of the innate immune response, which is the accelerated production of superoxide anions (Kolpen et al. 2010). Unfortu­nately, when produced in large amounts, reactive oxygen species cause oxidative damage to both tissue and cells. They also function as important signalling mole­cules and increased levels promote a continuous inltration of immune cells into the wound (Zhao et al. 2016). Oxygen is also needed for the creation of nitric oxide (NO), one of the most effective antioxidants found in wounds (Zhao et al. 2016). M1 macrophages produce this antioxidant in an oxygen-dependant manner, so in the hypoxic environment of chronic wounds, this antioxidant is often lacking, and the balanced level of reactive oxygen species is disrupted. Finally, the alkaline pH and anoxic environment of wounds are closely associated, as less oxygen is available at high pH levels due to the Bohr effect, which states that oxygen is released more readily from haemoglobin at low pH (Schneider et al. 2007).
Attention is often paid to wound temperatures and how they correlate with
healing. I
t is important to include bacterial biolms in these considerations, as bacterial behaviour has been found to be temperature-dependent in several instances. One study measured biolm production at two different temperatures and found that 3 out of 4 tested V. cholera strains, that were isolated from a hospital setting, produced more biolm at 30 °C compared to 37 °C (Hoštacká et al. 2010). The same study found that this was also true for 3 out of 4 tested P. aeruginosa strains. Other studies have found that the optimal temperature for P. aeruginosa biolm production is highly strain-dependent, with some strains producing the most robust biolms at 20 °C (Kim et al. 2020)
ene expression patterns and microbial virulence factors
. G
have also been found to be temperature regulated (Bisht et al. 2021).
While the temperature of chronic wounds or the adjacent skin is often measured,
an unequi
vocal answer to an optimum temperature for healing is hard to come by. On one hand, hypothermic wounds are often reported to heal slower than
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normothermic wounds, and colder wounds have been reported to have a worse wound bed score (Kurz et al. 1996; Lin et al. 2021; Dini et al. 2015). Hypothermia leads to thermoregulatory vasoconstriction, which limits the supply of oxygen to the wound site (Kurz et al. 1996). Moreover, neutrophil killing of microbes has been found to be reduced when the temperature was lowered from 37 to 30 °C (Allen et al. 1997). PMN locomotion is also signicantly decreased in cold tem­peratures (Nahas et al.
1971).W
hen the effects of cold wound temperatures are considered together with the observations that some bacterial strains produce larger amounts of biolm in a colder microenvironment, it seems that warm wound temperatures would always be favourable. Yet, several studies interpret local increased wound temperature as a negative sign that signies the presence of an infection. Armstrong et al. (2006) found that patients with a signicant temperature increase above 10 °F (5 °C) of the affected limb compared to the unaffected limb had a less favourable clin ical outcome. Another study that included data from 112 patients found that wounds with elevated temperature compared to the opposing limb were far more likely to have moderate or heavy bacterial growth (Woo and Sibbald
2009). Finally, Chanmugam et al. (2017) found that infected wounds
showed higher wound bed and periwound temperatures relative to the opposing limb, compared to wounds which were inamed but not infected. The same study also observed how efcient antibiotic treatment caused a notable lowering of the temperature. These studies suggest that a moderate wound temperature increase might signify inammation and progressio n of healing whereas a high wound temperature increase could signify infection. This vi
ew is supported by the study of Lin et al. (2021) who found that non-infected pressure ulcers with higher temper­atures healed faster than those with lower temperatures.
Detection Methods
Biofilm Detection Issues
There are several inherent issues with detecting biolms in wounds. These issues are connected to the intrinsic nature of microbial biolms in the chronic wound environment. The rst challenge, which is also the largest issue, is the random and heterogeneous spatial distribution of biolms in wounds. This has been observed in several studies of chronic wounds, in which the spatial distribution was investigated (Thomsen et al. 2010; Fazli et al. 2009; Travis et al. 2020). Such studies have shown that not only is the abundance of a single species substantially different from one surface area to another, but the number of species between different locations may also vary signicantly. These studies exemplify the randomness and hetero­genic distribution of wound biolms, which in turn imposes complications on their detection. Fazli et al. (2009) investigated the depth distrib ution of biolm aggre­gates of S. aureus and P. aeruginosa within chronic venous leg ulcers by using confocal microscopy in combination with peptide nucleic acid-based uorescence
Biofilms and Impaired Wound Healing 201
in situ hybridization (PNA-FISH). By measuring the distance from the wound exterior to the observed bacterial aggregates, they could determine the mean dis­tance from the wound surface for each species. They found that S. aureus was located 20–30 µm from the surfa ce of the wound, whilst P. aeruginosa was located deeper within the tissue, around 50–60 µm from the wound surface. This study illustrates the problem with detection methods that rely on routinely used surface
ing, as biolm aggregates may be absent from the surface of a wound while
wabb
s still inhabiting deeper regions in the wound tissue. Dunyach-Remy et al. (2014) i
nvestigated the bacterial species found in 20 diabetic ulcers. They took both sur­face swabs and deep-tissue biopsies and analysed the samples using PCR coupled to denaturing gradient gel electrophoreses (DGGE). They found that a signicantly larger number of species were present in the deeper tissues than in the surface swab samples, once again emphasizing the importance of considering the depth distri­bution of wound biolms.
Another challenge is the large vari
alike in terms o
f species amount and composition. Thomsen et al. (2010) investi-
ety of species. No two wounds are going to be
gated 14 venous ulcers using molecular detection methods and found an average of
5.4 species per wound, while Price et al. (2011) found an average of 20.9 bacterial genera per wound when investigating 13 chronic wounds of different aetiology. The situation is further complicated as both viruses and fungi have been isolated from chronic wounds and their role in the infectious microenvironment has yet to be elucidated (Wolcott et al. 2009; Xu and Hsia 2018). A small number of biolms obtained from wound samples have previously been found to be multispecies, which causes further complications (James et al. 2008; Johani et al. 2017; Malone et al. 2017b; Choi et al. 2019). Detection methods targeted toward specic species or compo unds produced solely by a limited group of microbes will fall short under these circumstances. Yet, the detection of specic species is not without merit, as the presence of certain microbes has been found to signicantly affect healing outcomes. Madsen et al. (1996) analysed 59 venous leg ulcers and found that ulcers containing P. aeruginosa increased in size compared to those that did not. They also observed that ulcers containing S. aureus or haemolytic streptococci healed more slowly than ulcers without. More recent studies have conrmed this trend that the presence of either P. aeruginosa or S. aureus leads to a worse healing outcome (Gjødsbøl et al. 2006; Kalan et al. in press).
The large variety of wound microbes also complicates methods based on the
detection of
extracellular polymeric substances (EPS) produced by the microbes. In general terms, EPS is described to consist of proteins, lipids, exopolysaccharides and extracellular DNA (eDNA), although this description might only be true for in vitro biolms (Koo and Yamada 2016). To our knowledge, no thorough examination has been performed that analyses the EPS produced in chronic wounds and the actual content of the in vivo wound EPS might differ. Some researchers suggest that wound microbes are likely to incorporate host materials such as
collagen into their
and et al.
2017).
It is important to note that there is no one specic EPS composition, as
biolm, which could alter the function and structure (Trivedi
brin
different species and even different strains of the same species have been found to
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secrete EPS components of vastly different types and amounts (Hobley et al. 2015). One study analysed several strains of Streptococcus thermophilus all grown in the same medium and found that EPS production, proteolytic activity and monosac­charide composition varied widely between strains (Aslim et al. 2006).
One nal difculty in detecting biolms in wounds is that the number of
pathogens present might be minuscule and therefore below various detection limits
sholtetal. 2009).However
(Bjarn
the presence of even a small number of bacteria
, in a wound can cause an infection, as the bacteria are able to proliferate, resulting in a large biolm and subsequently causing a delayed healing response. Detection methods that depend on large quantities of microbes being present should thus be careful with ruling out the possibility of infection.
Conventional Detection Methods
Current conventional detection methods can be divided into three groups: direct culturing methods, molecular analyses, and imaging methods. Direct culturing techniques assess the viability of the microbes found in a wound. When performed non-invasively, the sample is taken with a surface swab that is run across either part of a wound or sometimes the whole wound surface. While this method is cheap, fast to perform and easy to do in most hospital settings, the results are usually incomplete and cultures often take 24 h or more before they are visible. The bac­terial numbers tend to be underestimated and the species found often do not match the ones found using molecular methods (Davies et al. 2004; Xu et al. 2020; Malone et al. 2017c). Results vary greatly depending on the type of swab, the media used for incubation, the incubation conditions including oxygen and temperature, and the duration of incubation (Jakobsen et al. 2021). All these factors need to be considered when comparing results between institutions or different hospitals, as standard practices might differ. As mentioned earlier, wound biolms exist in deeper layers of the tissue, and supercial swabs are therefore unlikely to reach these. Moreover, supercial swabs may by accident sample commensal skin microbes. Finally, and perhaps the most important point related to traditional cul­turing techniques is the presence of a wound biolm cannot be proven using these methods.
Molecular methods are often deemed more accurate than culturing methods since molecular methods have the possibility to detect microbes, such as anaerobes or slow-growing variants that often can not be detected using traditional culturing (Dowd et al. 2008). Molecular techniques can be performed on both non-invasive surface swab samples or on wound biopsies that are invasive to acquire. Molecular methods used for detecting wound pathogens include 16S rRNA sequencing, Bacterial Tag-Encoded FLX Amplicon Pyrosequencing (bTEFAP) Partial Ribo­somal Amplication and Pyrosequ encing (PRAPS), Full Ribosomal Amplication, Cloning and Sanger sequencing (FRACS), Partial Ribosomal Amplication, DGGE and Sanger sequencing (PRADS), Whole Genome Sequencing (WGS) and mRNA sequencing (Cornforth et al. 2018; Malone et al. 2017c). Major concerns when
Biofilms and Impaired Wound Healing 203
using molecular methods include the possibility of DNA contamination from the environment, the amplication of molecular material from dead microbes and nally: the presence of a biolm can also not be proven using the majority of these methods. mRNA sequencing is the one exception to most of these limitations. mRNA degrades rather fast and will therefore only be found from alive and metabolically active microbes, while dormant microbes might not be detected using mRNA
sequencing. Moreover, mRNA sequencing might be able to determine whether the isolated strains were growing in a biolm or not. In vitro studies have been performed comparing planktonic cells to biolm-growing cells and specic expression patterns have been observed (Dötsch et al. 2012; Rumbo-Feal et al.
2013). In the future, perhaps mRNA sequencing of wound microbes could be used
to determine whether the isolates were growing in a biolm or not. Yet, some studies have observed how chronic wounds with a high clinical infection score contain surprisingly small amounts of bacterial mRNA (Fritz et al. 2022).
Finally, imaging techniques such as confocal laser scanning microscopy (CLSM) or scanning electron microscopy (SEM) can be performed. However, for both of these methods, wound biopsies will need to be acquired making them more invasive than detection
methods that can use surface swab samples. Using SEM ,
microcolonies can be observed and the presence of EPS be conrmed (Johan i et al.
2017). Using CLSM, universal probes or species-specic probes can be utilized to
conrm microbial aggregates of both unknown and particular species. Specic stains have been developed that target different components of the biolm EPS such as polysaccharides, glycoproteins or eDNA (Neut et al. 2011; Oates et al. 2014;
er
Schlaf
and Meyer 2017). Although direct visualization of biolms is currently seen as the gold standard for proving biolm presence in a wound, these methods also have several limitations (Kvich et al. 2020 ). Imaging techniques carry the risk of false-negative results, as the investigated biopsy samples might not contain any biolm aggregates due to the random and patchy distribution of biolms in wounds. These imaging techniques also require expensive and specialized equipment making them unsuitable to use in routine diagnostics at hospitals.
Novel Sensor-Based Detection Methods
Novel detection methods are often based on wearable sensors. Sensors have been reported to cause minimal patient inconvenience and wearable sensors incorporated into dress needs to be taken (Pusta et al. 2022). These sensors are able to detect various biological markers which broadly can be divided into three categories (see Fig. 1 Indirec the infection status and wound healing prospects. Microbe markers that directly detect microbes or pathogens within the wound. This can also include the detection of a secreted product of microbial origin. Finally, biolm markers, including EPS matrix components, as well as microbe secreted products that are only produced by biolm residing bacteria. There is an overlap between microbe markers and biolm
ings can limit the need for bandage removal every time a measurement
t infection markers that monitor the microenvironment and correlate this to
).
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Fig. 1 Novel detection methods based on the measurement of infection markers. These markers can broadly be divided into three categories: indirect infection markers, microbe markers and biolm markers. Some overlap can occur between the different markers. Illustrated wound is shown to contain both biolm and single cells of the rod-morphology, but all morphological cell types can be found in wounds, in addition to fungi and viruses. Figure created using BioRender.com
markers in regards to density regulated compound production, which is sometimes inferred to be equal to biolm production (see Table 1 for an overview of sensor-based detection methods). Alternatively, instead of using biological sensors, non-invasive imaging techniques are being developed, which can detect the pres­ence of microbes and microbial compounds within a wound, without the need to take samples.
Monitoring microenvironmental changes in the wound is a way to indirectly determine if there is an infection present. As described above, the presence of an infection cause changes to both wound Moreover, the immune response will
temperature, pH and oxygen levels.
be altered in the presence of pathogens and by observing the actions of the immune cells it can be determined if an infection is present. Antibodies produced by the body have been investigated as they might function as suitable detection markers. The antimicrobial peptide alpha defensin has already been shown to be a sensitive and specic marker for discovering infection in periprosthetic joint infections, however, while this antibody is produced against a wide spectrum of microbes it is not biolm specic (Deirmengian et al. 2015). Gao et al. (2021) developed a multiplexed immunosensor which was able to d etect several immune system signalling molecules in the collected wound exudate. Among the measured signalling molecules were TNF-a, IL-6 and IL-8 which have previously been observed to be increased in non-healing ulcers (Wallace and Stacey
1998; Trengove et al. 2000; Edsberg et al. 2012). The immunosensor was tested
in situ in a wounded mouse model and subsequently on wound exudate retrieved
Biofilms and Impaired Wound Healing 205
Table 1 Table presenting the sensor-based detection methods mentioned in this chapter
Type of marker
Indirect infection
Indirect infection
Indirect infection
Indirect infection
Indirect infection
Indirect infection
Indirect infection
Indirect infection
Indirect infection and microbe
Indirect infection and microbe
Indirect infection and microbe
References Markers measured Details Tested in
Vu et al. (2020) pH A multilayered wound alkalinity
Tamayol et al. (2016)
Pan et al. (2019)
Shukla et al. (2014)
al.
Dini et (2015)
and
Woo Sibbald (2009)
Fierheller and Sibbald (2010)
He et al. (2020) Oxygen Wound dressings with
Gao
et al.
(2021)
Sharifuzzaman et al. (2020)
Simoska et al. (2020)
pH pH-responsive hydrogel bres
pH Curcumin was loaded into a
pH Wound pH measured by litmus
Temperature Using
Temperature A handheld infrared
ature A handheld
Temper
TNFa, IL-6, TGF, S. aureus cell wall epitopes, temperature and pH
pH, uric acid, temperature
Pyocyanin, uric acid, nitric oxide
IL-8,
monitoring system was developed that changed colour based on the detected pH
were developed which changed colour based on the pH. The measurement could be read using a smartphone
brous material and exhibited colour changes based on the pH. Measurements could be read using a smartphone app
paper was correlated to the type of organism present
an infrared camera, wound temperatures were measured and correlated to wound bed score
thermometer was used to assess wounds together with bacterial culturing methods
used to measure wound temperature
incorporated methylene were developed. The turned yellow due to oxygen depletion
Measurements were performed using multiplex biosensors in a mouse wound model and in human wound exudate samples
A
smart bandage with laser-guided graphene electrode sensors were used pH, uric acid The bandage was tested on wound exudate samples
Flexible carbon ultramicroelectrode arrays were used to detect infection markers
thermometer was
blue
dressings
to measure
and temperature.
humans or on human samples?
No
No
No
Yes
Yes
Yes
Yes
No
Yes
Yes
No
(continued)
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Table 1 (continued)
Type of marker
Indirect infection and microbe
Microbe Sharp et al.
Microbe Kassal et al.
Microbe Roy et al.
Microbe Jarošová et al.
Microbe Zhou et al.
Microbe Thet et al.
Microbe Thet et al.
Biolm Li et al. (2014) Uncharacterised EPS
References Markers measured Details Tested in
Ashley et al. (2019)
(2008)
(2015)
(2021)
(2019)
(2018)
(2016)
(2020)
Lactic acid, oxygen A exible electrochemical
Uric acid A sensor added to carbon bre
Uric acid A smart bandage was created by
S. aureus DNA A dressing was developed which
Uric acid, pyocyanin Electrodes were developed
Toxins A wound dressing that changed
Toxins Presents a wound dressing with
Toxins Swab from a wound was added
components
biosensor was developed, which could detect both lactate and oxygen. It was designed to be able to be integrated into wound bandages
mesh was used to measure uric acid in whole blood, serum and wound uid
screen printing an amperometric biosensor directly on a wound dressing
was based on a composite of zeolitic imidazolate framework and carbon nitride conjugated with S.aureus probe-DNA
which could monitor changes in uric acid and pyocyanin levels
colour and released antimicrobials in response to bacterial toxins was developed and tested on a mouse wound model
a lipid-encapsulated uorescent dye, which was released when in contact with bacterial toxins. Tested on an ex vivo porcine model
to a liposome-encapsulated uorescent dye, which was released when in contact with bacterial toxins
A gold-particle based multichannel nanosensor was developed, which detected various EPS components, creating different patterns depending on the specic species that produced the EPS
humans or on human samples?
No
Yes
No
No
No
No
No
Yes
No
(continued)