The origin of extracellular DNA in bacterial biofilm infections in vivo · 76 biofilm formation and...
Transcript of The origin of extracellular DNA in bacterial biofilm infections in vivo · 76 biofilm formation and...
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1 The origin of extracellular DNA in bacterial biofilm infections in vivo
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3 Maria Alhede1, Morten Alhede1, Klaus Qvortrup2, Kasper Nørskov Kragh1, Peter
4 Østrup Jensen1,3, Philip Shook Stewart4 and Thomas Bjarnsholt1, 3*
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6 1Costerton Biofilm Center, Department of Immunology and Microbiology, University
7 of Copenhagen, DK-2200 Copenhagen, Denmark (e-mails: [email protected],
8 [email protected], [email protected], [email protected])
9 2 CFIM/Department of Biomedical Sciences, University of Copenhagen, DK-2100
10 Copenhagen, Denmark (e-mail: [email protected])
11 3Department of Clinical Microbiology, Rigshospitalet, DK-2100 Copenhagen,
12 Denmark ([email protected])
13 4Center for Biofilm Engineering, Montana State University, Bozeman, MT 59717-
14 3980, USA ([email protected])
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16 Running title: eDNA is not observed within in vivo biofilms171819 *Corresponding author
20 Thomas Bjarnsholt, Professor, dr. med & Ph.D.
21 University of Copenhagen
22 Faculty of Health Sciences
23 Department of Immunology and Microbiology
24 Costerton Biofilm Center
25 Blegdamsvej 3B,
26 DK-2200 Copenhagen
27 Denmark
28 &
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29 H:S Rigshospitalet
30 Department for Clinical Microbiology, afsnit 9301,
31 Juliane Maries Vej 22,
32 DK-2100 Copenhagen Ø
33 Denmark
34 @TBjarnsholt
35 Mobile +45 20 65 98 88
36 fax + 45 35 45 64 12
38 www.sund.ku.dk
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41424344454647484950
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52 Abstract
53 Extracellular DNA (eDNA) plays an important role in both the aggregation of bacteria
54 and in the interaction of the resulting biofilms with polymorphonuclear leukocytes
55 (PMNs) during an inflammatory response. Here, transmission electron and confocal
56 scanning laser microscopy were used to examine the interaction between biofilms of
57 Pseudomonas aeruginosa and PMNs in a murine implant model and in lung tissue from
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58 chronically infected cystic fibrosis patients. PNA FISH, DNA staining, labeling of
59 PMN DNA with a thymidine analogue, and immunohistochemistry were applied to
60 localize bacteria, eDNA, PMN-derived eDNA, PMN-derived histone H3 (H3),
61 neutrophil elastase (NE), and citrullinated H3 (citH3). Host-derived eDNA was
62 observed surrounding bacterial aggregates but not within the biofilms. H3 localized to
63 the lining of biofilms while NE was found throughout biofilms. CitH3, a marker for
64 neutrophil extracellular traps (NETs) was detected only sporadically indicating that
65 most host-derived eDNA in vivo was not a result of NETosis. Together these
66 observations show that, in these in vivo biofilm infections with P. aeruginosa, the
67 majority of eDNA is found external to the biofilm and derives from the host.
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71 Keywords: polymorphonuclear leukocytes/ neutrophil extracellular traps/ NETosis,
72 /Histone/ elastase
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74 Author summary
75 The role of extracellular DNA (eDNA) has been described in vitro to play a major role in 76 biofilm formation and antibiotic tolerance, but never for biofilm infections in vivo.7778 Two important characteristics of human chronic bacterial infections are aggregated 79 bacteria and white blood cells (WBC). Bacteria use eDNA to stabilize biofilms and WBC 80 use eDNA to trap bacteria. Given the importance of eDNA for both bacteria and WBC we 81 show here for the first time that bacterial biofilms do not co-localize with either bacterial 82 or WBC-derived eDNA during chronic infections. Our in vivo findings show eDNA is 83 located outside biofilms as opposed to incorporated within the biofilm as commonly 84 observed in vitro. 8586 We believe that understanding the interplay between biofilms and WBC during chronic 87 infection is essential if we are to elucidate the mechanisms underlying persistent infection 88 and ascertain why WBC fail to eradicate bacteria; this will enable us to develop new 89 treatment strategies.
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909192
93 Introduction
94 Persistent bacterial infections present an increasing challenge to health care
95 practitioners worldwide. Aggregated bacteria, often referred to as biofilms, are tolerant
96 and resistant to both antibiotics and the host immune system [1, 2]. Most studies of
97 bacteria are based on planktonic cultures consisting primarily of single cells grown in
98 vitro where both aggregates and host factors are missing [3]. To understand the
99 underlying mechanism(s) causing persistence of chronic bacterial infections, it is
100 important to investigate the interplay between aggregated bacteria and the host immune
101 system. A common denominator of both bacterial biofilms and cells of the innate host
102 defense is extracellular DNA (eDNA). In vitro studies have shown eDNA, produced by
103 the bacteria themselves, to be important primarily for initial biofilm formation as a
104 major structural component of bacterial biofilms [4] and as a stabilizer that contributes
105 to increased tolerance of biofilms to antibiotics in vitro [5-8]. The common feature of
106 chronic bacterial infections is persistent inflammation dominated by
107 polymorphonuclear leukocytes (PMNs), which border bacterial aggregates but are
108 unable to eradicate them [9]. This type of inflammation is classified as acute
109 inflammation. Successful resolution of acute inflammation involves apoptosis and
110 engulfment of demised PMNs by macrophages [10]. However, during chronic bacterial
111 infections, PMNs are thought to undergo necrosis, during which release of toxic
112 compounds such as NE, oxidants, and eDNA actually increase inflammation [10].
113 Furthermore, components such as NE contribute to the destruction of tissue in chronic
114 wounds and at sites of inflammation in the lungs of cystic fibrosis (CF) patients [11-
115 15]. PMNs actively secrete neutrophil elastase (NE) and histones attached to DNA, via
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116 a process termed NETosis [16], both in vitro and in vivo in acute infections [17, 18].
117 This process is collectively referred to as neutrophil extracellular traps (NETs), which
118 capture and kill bacteria. Since 2004, formation of NETs has been proposed as a
119 function of neutrophils and other immune cells [19] activated in vitro and in vivo in
120 response to various bacterial components [18, 20]. However, a recent review questioned
121 whether NETs play a role in innate immunity and thereby trapping of bacteria [21].
122 Release of eDNA by NETosis has, to the best of our knowledge, never been
123 demonstrated in association with inflammation caused by chronic bacterial infections,
124 despite evidence of close contact between PMNs and bacteria.
125 At present, our knowledge about the interaction between in vivo biofilms and the host
126 immune system during chronic infections is limited, and we do not know the role or
127 localization of eDNA in relation to the biofilms in vivo. Unsuccessful eradication of
128 infectious biofilms despite accumulation of PMNs has not been explained fully. Thus,
129 to obtain more detailed information about the interplay between bacterial aggregates
130 and PMNs during chronic infection, and to increase our understanding of the role of
131 eDNA, we studied these phenomena for the first time, directly in a murine implant
132 model of biofilm infection and directly in human samples of chronic infected CF
133 patients. By using transmission electron microscopy (TEM) we were able to study the
134 interaction between PMNs and biofilm of Pseudomonas aeruginosa formed on a
135 silicone implant inserted in the peritoneal cavity of mice. Furthermore, labeling the
136 DNA of PMNs during their S-phase using the Click-iT technology in vivo and confocal
137 scanning laser microscopy (CSLM), showed PMN-derived DNA did not localize with
138 biofilms. To establish the localization of specific components originating from PMNs
139 we used immunohistochemistry and found that PMN-derived histone H3 (H3) and
140 neutrophil elastase (NE) co-localized with biofilms, but citrullinated H3 (citH3) and
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141 PMN-derived DNA did not. The results obtained using the mouse model could be
142 correlated directly to chronic bacterial infections in human CF lungs.
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144 Results
145 TEM-based examination of the interaction between biofilms and PMNs in a
146 murine implant model shows damaged PMNs
147 Previously, we used scanning electron microscopy (SEM) [22] to examine the
148 interaction between immune cells and P. aeruginosa biofilms in a murine implant
149 model and found a marked influx of PMNs toward the biofilms. We then used CSLM
150 to identify PMNs according to their segmented lobular nucleus. Here, we used TEM to
151 examine the in-depth additional detailed interaction between bacteria and PMNs, and
152 to visualize the matrix of the biofilm. Implants were inspected at three different time
153 points (6 h, 24 h, and 48 h post-insertion) to illustrate progression of infection and the
154 immune response.
155 At 6 h post-insertion, we noted intact PMNs containing internalized bacteria within
156 vacuoles, which indicates active phagocytosis (Fig 1A). PMNs with internalized
157 bacteria were confined to areas in which bacteria had not yet aggregated. No intact
158 PMNs were observed in areas of high bacterial density (Fig 1B). At 24 h post-insertion,
159 bacterial aggregation resulted in the formation of large biofilms lining the inside of the
160 implants. PMNs frequently adjoined the bacteria. These PMNs were enlarged and had
161 damaged cell membranes (Fig 1C). Intact PMNs at this time point were rare. Matrix
162 material surrounding the bacteria within the biofilm was evident (Fig 1 E-G). At 48 h
163 post-insertion, the biofilm appeared denser and the PMNs were tightly interfaced with
164 the biofilms (Fig 1D). Matrix material was clearly visible (Fig S1).
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165
166 In vitro interaction of P. aeruginosa and PMNs results in lysis of PMNs
167 When we examine the in vitro interaction between PMNs and aggregated P. aeruginosa
168 microscopically, time series reveal that PMNs lyse resulting in release, expansion and
169 dissolution of DNA (Movie 1). The staining of the nuclear content, DNA, with
170 propidium iodide (PI), increases over time as the membrane of the PMNs becomes
171 damaged. At the end the DNA disappears (the red color from PI fades) (Movie 1).
172
173 PMN-derived eDNA surrounds in vivo biofilms in a murine implant model
174 To examine eDNA in vivo, we stained silicone implants ex vivo from the murine
175 implant model with SYTO9 (green) which binds to DNA together with the Click-iT®
176 DNA labeling technology kit to determine the origin (i.e., murine or bacterial) of the
177 eDNA in biofilms in vivo. This method utilizes a modified thymidine analogue, 5-
178 ethynyl-2'-deoxyuridine (EdU), which is incorporated into DNA during active DNA
179 synthesis in the S-phase of the eukaryotic cell cycle. Ex vivo, PMN DNA was detected
180 by labeling with a fluorescent Alexa Fluor® dye (pink). Treatment of healthy mice
181 showed the presence of EdU labeled PMNs in the blood 2-5 days after treatment. Since
182 the release of PMNs into the blood increases during an infection [23], we decided to
183 treat the mice two days pre-infection to make sure EdU labeled PMNs would reach the
184 implant and biofilm post-infection. In addition to bacteria aggregated within biofilms
185 (Fig 2 and 3), long strings of eDNA (green) were clearly visible in the PMN
186 accumulations surrounding the biofilms, but not as part of the biofilm itself (Fig 2 and
187 3).
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188 As seen in Fig 2, eDNA strings labeled with pink dye are clearly visible in close
189 proximity to PMNs 24h post-insertion of the implant. However, no pink eDNA was
190 detected in areas occupied by bacterial biofilms (Fig 3 and 4) at 24h or 48h post-
191 insertion, indicating that PMN-derived eDNA is not present internally within these
192 structures.
193 eDNA surrounds in vivo biofilms in lung tissue of chronically infected CF patients
194 Previously, peptide nuclear acid (PNA) fluorescence in situ hybridization (FISH) and
195 4’,6-diamidino-2-phenylindole (DAPI) have been used to identify bacterial aggregates
196 surrounded by PMNs in paraffin-embedded sections of CF lung tissue [9]. The PNA
197 probes bind to bacterial ribosomal 16S RNA [24] and DAPI binds to the A-T regions
198 of double-stranded DNA. Here we used PNA FISH in combination with DAPI to show
199 that eDNA (blue) was localized external to the biofilm in CF lung tissue (Fig 5). The
200 biofilm stained red by a Texas Red-labeled P. aeruginosa-specific PNA probe (Fig 5A).
201 The nuclei of PMNs were clearly stained, as were the strings of DNA outside the
202 biofilm (Fig 5B).
203 Localization of histone H3 (H3), citrullinated H3 (citH3), and NE in a murine
204 implant model
205 To localize components originating from murine PMNs during a bacterial biofilm
206 infection, we stained paraffin-embedded sections of silicone implants isolated 24 h
207 post-insertion in the peritoneal cavity of mice with antibodies specific for citH3 (Fig
208 6), H3 (Fig 7), or NE (Fig 8). All of these components, especially citH3, have also been
209 associated with NETs. Hence, we used citH3 as a marker for NETs [25-28].
210 H3 localized to areas surrounding bacterial biofilms. Only weak staining was observed
211 inside the biofilm; these findings are in agreement with those described above (i.e., no
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212 eDNA originating from PMNs was observed within biofilms). citH3 localized with
213 some PMNs, but the lack of citH3 signifies that the eDNA is not generated by NETosis.
214 In contrast staining with specific antibodies against NE revealed distinct co-localization
215 of biofilms and NE, indicating that NE is incorporated into biofilms (Fig 8). Control
216 images are presented in Fig S4A.
217 Localization of H3, citH3, and NE in lung tissue of chronically infected CF patients
218 Co-localization of NE and H3 with P. aeruginosa biofilms in the murine implant model
219 led us to examine paraffin-embedded lung sections from explanted CF patients with
220 chronic bacterial infections. To verify function and correct binding of the three
221 antibodies when using human PMNs, we stained in vitro phorbol myristate acetate
222 (PMA) generated NETs from human PMNs. We were able to show co-localization of
223 NE and citH3 with NETs, but not with H3 (Fig S2). The lack of H3 co-localization
224 correlates well with the fact that NETosis results in a partial degradation of H3 and
225 posttranslational histone modifications and when using PMA as stimulation a total loss
226 of full length H3 is observed [20, 29]. However, we did find co-localization of H3 with
227 the nucleus of unstimulated PMNs, which indicates a functional antibody (Fig S3). NE
228 also co-localized with the cytoplasma of unstimulated PMNs of paraffin-embedded
229 sections (Fig S3).
230 In CF lungs the distribution of citH3, H3 and NE was similar to that observed in the
231 murine implant model. CitH3 was observed in a few PMNs but did not co-localize with
232 bacterial aggregates (Fig 9A-C). H3 was observed at the periphery of biofilms but not
233 co-localized with the biofilm (Fig 9D-F). NE co-localized with bacteria within the
234 biofilm (Fig 9G-I). Control images are shown in Fig. S4B. To estimate the co-
235 localization of NE, H3 and citH3 with in vivo biofilms we used Manders’ co-
236 localization coefficient as seen in Fig 9J. A value of 1, means that the green pixels
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237 (SYTO9) are perfectly co-localized with the pink pixels (antibody). The co-localization
238 coefficient confirmed what we visually observed, H3 localized outside of biofilms
239 (p<0.0001), citH3 sometimes to outside of biofilms (p<0.0007) and NE localized
240 primarily to biofilms (p<0.25). There was not a significant difference between the
241 outside and biofilm areas for NE. Some of the biofilms seemed to be located in a
242 substance material, presumably alginate as previously shown [9] due to mucoid P.
243 aeruginosa. These biofilms did not co-localize with NE. Instead NE was co-localized
244 with the surrounding PMNs.
245 Discussion
246 Surprisingly, our findings show that, in vivo, eDNA is concentrated external to
247 bacterial aggregates rather than inside as shown previously in vitro by us and others
248 [1, 4]. In fact, the lack of SYTO9 and DAPI staining within the bacterial aggregates in
249 chronic biofilm infections truly questions the significance of the, otherwise in vitro
250 important, role of eDNA in biofilms in vivo as a scaffold of the biofilm. Instead it
251 highlights the important and detrimental feature of host-derived eDNA as a
252 protective shell surrounding the bacteria. This barrier of host eDNA surrounding a
253 biofilm in vivo, which could both limit dissemination of bacteria and shield the
254 biofilm from phagocytosis, may be manifested by necrotic lysis of PMNs rather than
255 through NETosis. Thus, our results are in support of deposition of PMN content in a
256 zone between the PMNs and the biofilm as recently demonstrated in experimental P.
257 aeruginosa ocular biofilm infection where the deposition of NETosis derived material
258 prevented dissemination [30]. In our study, we found only scarce amount of host-
259 derived eDNA and citH3 suggesting a modest contribution by NETosis to the material
260 in the zone between PMNs and biofilm. However, dissemination of the bacteria may
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261 be prevented by the NE localized to the biofilm and therefore we propose other
262 mechanisms than NETosis to contribute to the stalemate and chronicity of biofilm
263 infection as illustrated in Fig. 10.
264 Using TEM we observed biofilm formation and swollen PMNs with damaged
265 membranes, which is in agreement with our former SEM observations [22] showing
266 PMNs failing to eradicate bacterial aggregates. The matrix material seen between the
267 bacteria in the biofilm has not been fully characterized, but in vitro studies show the
268 importance of eDNA for initial formation of young surface biofilms in vitro [4];
269 accordingly, it is believed to be an important structural component [6, 8]. Furthermore,
270 P. aeruginosa has been shown to be attached to eDNA in CF sputum [31] and
271 incorporate external eDNA into the biofilm matrix in vitro [5]. PMNs were enlarged
272 and had damaged cell membranes, presumably due to exposure to the bacterial
273 virulence factor, rhamnolipid, which is detrimental to PMNs [32, 33]. It has previously
274 been shown that P. aeruginosa produce rhamnolipids which cause PMNs to swell and
275 burst, thereby releasing their cytoplasmic and nuclear content into the surrounding area
276 [34]. These cellular components including eDNA from necrotic PMNs are believed to
277 serve as a biological matrix for biofilm formation and a protective shield within the
278 biofilm increasing tolerance to treatment to tobramycin in vitro [5, 31]. This was
279 confirmed in a mouse model where a rhlA mutant (unable to excrete rhamnolipid) did
280 not cause any PMN lysis and no release of cytoplasmic and nuclear content, thus
281 consistent with a mechanism of lysis by the biosurfactant rather than a
282 programmed NET pathway for eDNA release [32].
283 The lack of strings in in vivo biofilms indicate that unlike in vitro biofilms, eDNA is
284 not a direct part of the biofilm. Visually eDNA from P. aeruginosa has been shown to
285 form a net both in a stationary grown biofilm and in the flow cell biofilm [1, 8].
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286 Furthermore, eDNA from P. aeruginosa is believed to be double-stranded DNA [8] and
287 since DAPI bind to double-stranded DNA the lack of DAPI staining signifies the lack
288 of eDNA in the in vivo biofilm. Also, the measurement of double-stranded DNA has
289 been shown to decrease when P. aeruginosa change from the planktonic state to the
290 aggregating state [35]. However, the eDNA of a plate grown colony of P. aeruginosa
291 have been shown to be 5 m long [36] which mean that visually the eDNA fragment
292 would be almost as small as a single P. aeruginosa bacterium. Visually this does not
293 correlate to our in vivo and others in vitro findings. However, we might have to rethink
294 the need for a structural matrix depending on the environment of the biofilm outside
295 the laboratory. Maybe when the biofilm is exposed to high forces such as fluid it needs
296 to establish a solid structure, but in the CF lung another type of structure is established
297 within the mucus to withstand the immune cells. Accordingly, this indicates that neither
298 bacterial nor PMN-derived eDNA is incorporated into biofilms in vivo, but eDNA from
299 necrotic PMNs is more likely accumulating outside the biofilms.
300 Since we only found host-derived eDNA outside infectious biofilms in vivo, we
301 speculated whether in vivo biofilm matrix structures comprised other components
302 originating from PMNs (e.g., H3, citH3, or NE). PMNs undergoing apoptosis, necrotic
303 cell death, or NETosis release different histones (i.e., H3 during necrotic cell death and
304 citH3 during NETosis), either into the surrounding area or attached to NETs [17].
305 Release of these extracellular histones promotes secretion of pro-inflammatory
306 cytokines and recruitment of immune cells to sites of infection [37]. Histones bind to
307 lipopolysaccharide (LPS) derived from P. aeruginosa, which neutralizes the positive
308 charge of the histone molecule [38]; with the outcome of antimicrobial activity [39].
309 The fact that histones are antimicrobial [17, 40], might not be the case in this study.
310 Since H3 is rich in arginine it may rather play a role in the arginine pathway in P.
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311 aeruginosa, which breaks down arginine to ornithine via the arginine deiminase
312 pathway to sustain growth under anoxic conditions. Ornithine is a carbon source used
313 to maintain growth during periods in which nitrate is either limited or lacking [41-43].
314 Arginine has also been shown to contribute to biofilm formation [44].
315 Here, we showed that H3 is mostly present along the periphery of biofilm aggregates,
316 but not within the biofilms. This could indicate that H3 is still bound to eDNA. By
317 contrast, citH3 did not localize with biofilms in either the mouse model or CF lung
318 samples. CitH3 is a post-translational modification of H3. Conversion of arginine to
319 citrulline is accomplished by peptidylarginine deiminase 4 (PAD4) and is a prerequisite
320 for in vitro generated NETosis since the modification of arginine residues to citrulline
321 changes the charge of the histones, leading to massive chromatin de-condensation,
322 NETs [26, 27, 45]. NETs are highly de-condensed chromatin structures that comprise
323 mainly DNA, although histones and antimicrobial granular substances such as NE are
324 also present [17]. Histone citrullination in vitro depends on stimulation of PMNs [46,
325 47]; indeed, an increase in histone citrullination is associated with chromatin de-
326 condensation during NETs formation and LPS-induced early responses to
327 inflammatory stimuli of PMNs [25, 26]. However, one widely used stimulus, PMA, has
328 resulted in conflicting results in the literature and has been shown to induce NETs with
329 and without co-localized citH3 and H3 [17, 47, 48]. In addition citrullination of H3 is
330 strongly reduced when PMNs are stimulated during anoxic conditions [49], which is
331 present in the endobronchial secretion in infected CF lungs [50, 51].
332 The lack of host-derived eDNA and citH3 associated with bacterial aggregates in the
333 present study demonstrates that NETosis probably does not occur in chronic biofilm
334 infections. Release of DNA under these conditions is not an active process as in
335 NETosis; rather, it is more likely due to lysis of PMNs [34] which correlates to the
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336 presence of H3 and absence of citH3. In addition, our findings that NETosis seemingly
337 plays no role in chronic P. aeruginosa infections correlates to the depletion of
338 molecular oxygen at the site of chronic biofilm infections [52], thereby preventing
339 NADPH oxidase from generating the reactive oxygen species (ROS) needed to release
340 NETs [53]. Thus, PAD4-dependent NET formation might not be responsible for DNA
341 release in CF airways and we speculate whether citH3 may serve as a biomarker for
342 discriminating chronic from acute infections. However, NET generation independent
343 of ROS generated by NADPH oxidase has been shown in vivo [54] therefore further
344 work is needed to confirm this. Nevertheless, eDNA in sputum samples from CF
345 patients have been shown to originate from PMNs [55] with NETs as the major
346 component [56]. However, since NETs are antimicrobial this should benefit the CF
347 patients since this should lead to eradication of the present bacteria. On the contrary
348 eDNA has been shown to increase the viscosity of the mucus and bind antibiotics such
349 as tobramycin [57, 58]. Furthermore, by treating the CF patients with DNase an
350 improved lung function in CF patients and an increased effect of antibiotics have been
351 reported [59, 60].
352 We did observe NE within biofilms, although this may have been derived from a
353 necrotic cell death of PMNs external to the biofilm, followed by passive diffusion into
354 the aggregate structure. NE is stored in primary (azurophilic) granules and released
355 upon degranulation, phagocytosis, and cell death. NE cleaves a wide variety of proteins,
356 including bacterial virulence factors [61]. The purpose of NE is to degrade
357 phagocytosed proteins; however, in CF patients NE damages the airways [62].
358 Furthermore, NE is an important component of NETs [17]. However, since NE was
359 found within the biofilms and eDNA was not supports the lack of NETs, since in these
360 structures NE is bound to NETs. Furthermore, unlike in acute infections caused by
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361 Gram-negative bacteria P. aeruginosa is not killed by NE following aggregation and
362 biofilm formation [63]. The absence of NE-mediated killing is likely attributed to
363 production of the protease inhibitor ecotin by bacteria [64]. In addition, NET formation
364 induced by P. aeruginosa depends strongly on flagella motility [65], which may further
365 explain the absence of NETs in CF lungs in which the flagella of P. aeruginosa are
366 down-regulated [66] and in which flagellin, which is the major component of flagella,
367 may be cleaved by NE [67]. Since a decrease and/or absence of flagella motility is
368 associated with formation of bacterial biofilms [68], a lack of motile flagella may lead
369 to a lack of detectable NETs.
370 In conclusion, this study is the first to examine the direct distribution of host and
371 bacterial eDNA during chronic bacterial infections in vivo. Unlike after stimulation in
372 vitro, stimulation of PMNs by bacterial aggregates during chronic infections in vivo
373 does not seem to trigger active release of NETs; however, necrotic PMNs do release
374 eDNA, histone H3, and antibacterial enzymes such as NE.
375 We did not find evidence of eDNA being part of in vivo biofilms, instead the PMN-
376 derived layer of eDNA, which constitutes a secondary matrix, may provide a passive
377 physical shield for the biofilm against cationic antibiotics such as tobramycin and
378 additional phagocytes. A similar spatial arrangement has recently been described in a
379 murine model of P. aeruginosa infection of the cornea in which the bacterial biofilm
380 and neutrophil layers are separated by a “dead zone” rich in eDNA and NE [69].
381 Thus, we believe that eDNA released by PMNs due to a necrotic cell death contribute
382 to the protection afforded to bacteria by biofilms (Fig. 10). These novel findings shed
383 new light on the origin and role of eDNA in in vivo biofilms and unexpectedly question
384 the role of extracellular host DNA during inflammation associated with chronic
385 bacterial infections and of NET activation.
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386
387 Materials and Methods
388 Murine implant model
389 All experiments were performed using a wild-type (WT) P. aeruginosa strain obtained
390 from Professor Barbara Iglewski (University of Rochester Medical Center, NY, USA).
391 The strain is QS proficient, except for the reduced production of C4-HSL previously
392 noted for this P. aeruginosa variant [70]. Bacteria obtained from freezer stocks were
393 plated onto blue agar plates (State Serum Institute, Denmark) and incubated overnight
394 at 37°C. Blue agar plates are used to select Gram-negative bacilli [71]. One colony was
395 used to inoculate overnight cultures grown in Luria-Bertani (LB) medium at 37°C with
396 shaking at 180 rpm. Female BALB/c mice (6 weeks-of-age) were purchased from
397 Taconic M&B A/S (Ry, Denmark) and maintained on standard mouse chow and water
398 ad libitum for 2 weeks before challenge. The murine implant model was generated as
399 described previously [22, 72], with some modifications. Briefly, the silicon tubes (Ole
400 Dich Instrumentmakers Aps. Silicone Pumpeslange 60 Shore A (ID: 4.0 mm, OD: 6.0
401 mm, wall: 1.0 mm) were cut to a length of 4 mm, and the bacterial pellet from a
402 centrifuged overnight culture was resuspended in 0.9% NaCl (OD600nm = 0.1). Mice
403 were anesthetized by subcutaneous (s.c.) injection of hypnorm/midazolam (Roche)
404 [hypnorm (0.315 mg ml-1 fentanyl citrate; 10 mg ml-1 fluanisone); midazolam (5 mg
405 ml-1); and sterile water; 1:1:2 v/v]. The pre-coated silicone implants were inserted in
406 the peritoneal cavity of the mice. The mice were treated with bupivacaine and
407 Temgesic® as post-operative pain relief. Experiments were terminated with
408 euthanization of the mice with intraperitoneal injection of pentobarbital (DAK; 10.0 ml
409 kg-1 body weight).
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410 Preparation of samples for TEM
411 The silicone implants were fixed in 2% glutaraldehyde in 0.05 M sodium phosphate
412 buffer pH 7.4. Growing biofilms on a silicone tube presents a challenge with respect to
413 sample preparation prior to the different microscopy techniques. First, a traditional
414 preparation method was used for TEM to get an indication of the interaction between
415 PMNs and the biofilm. However, some of the steps involved in the embedding process
416 were shortened. Samples were observed with a CM 100 TEM (Philips, the Nederlands)
417 operated at 80kV. Imaged were recorded with a side-mounted Olympus Veleta camera
418 (resolution, 2048 × 2048 pixels (2K × 2K)) and the iTEM (Olympus, Germany)
419 software package.
420 In vitro experiments with PMNs and P. aeruginosa
421 Wild-type P. aeruginosa (strain PAO1) was obtained from the Pseudomonas Genetic
422 Stock Center (www.pseudomonas.med.ecu.edu; strain PAO0001). Bacteria were
423 tagged with a stable green fluorescent protein (GFP) constitutively expressed by
424 plasmid pMRP9 [73]. PAO1 cultures were grown for 24 h at 37°C in 12 well microtiter
425 plates containing LB medium. Human blood was collected from healthy volunteers
426 with the approval of the Danish Scientific Ethical Board (H-3-2011-117). PMNs were
427 isolated as described [74]. Isolated PMNs were resuspended in krebs ringer buffer
428 containing 10mM glucose at 37°C (final density, 2.5 × 107 PMNs/ml). Propidium
429 iodide (2.5 ug/ml) was used as an indicator of cell death. PAO1 (350 l) and PMNs (50
430 l) were mixed in a 12 well microtiter plate and observed under a confocal microscope
431 for 35 min.
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432 Click-iT™
433 Mice were treated with EdU (Click-iT™ EdU Alexa Fluor™ 647 Imaging Kit)
434 (C10640, ThermoFisher) for 2 days pre-infection and until termination of the
435 experiment. Each mouse was injected i.p. twice a day with 25 mg/g EdU dissolved in
436 0.9% NaCl. Control mice received 0.9% NaCl without EdU. Ex vivo implants were
437 fluorescently labeled using the Click-iT kit, according to the manufacturer’s
438 instructions, and stained with SYTO9 (S34934, ThermoFisher) prior to observation
439 under a microscope.
440 In vitro generated NETs
441 In vitro NETs were generated according to Vong et. al. [75] and Brinkmann et. al. [76]
442 with modifications. PMNs were isolated according to Hu et. al. [77] using
443 polymorphprep with modifications. Isolated PMNs were suspended in RPMI 1640 with
444 glutamine and were seated in an ibidi slide coated with poly-L-lysine (80604, ibidi) for
445 30 min before stimulation with PMA for 3h. The PMNs were incubated at 37 degrees
446 and 5% CO2. PMNs was washed with PBS and fixed in 4% PFA pH 7.2 for 15 min,
447 washed in 0.025% Triton X-100 twice before proceeding with antibody staining as
448 described for paraffin sections. Before imaging the channels were filled with Ibidi
449 mounting medium (50001, ibidi).
450 Ex vivo paraffin samples
451 Samples from the mouse model, the lungs of CF patients, and unactivated human PMNs
452 were fixed in 4% formalin and paraffin-embedded according to standard protocols.
453 Sections (4 m thick) were cut using a standard microtome, fixed on glass slides, and
454 stored at 4°C until required.
455
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456 Lung tissue from chronically infected CF patients
457 Explanted lungs tissue from 3 contemporary intensively treated P. aeruginosa infected
458 CF patients were examined [9].
459 PNA FISH
460 PNA FISH staining was performed as previously described [9, 78]. Texas Red-labeled
461 P. aeruginosa-specific PNA probe both in hybridization solution (AdvanDx, Inc.,
462 Woburn, MA), was added to each section and hybridized in a PNA FISH workstation
463 covered by a lid at 55°C for 90 min. The slides were washed for 30 min at 55°C in wash
464 solution (AdvanDx) and counterstained with DAPI (D1306, ThermoFisher).
465 Antibody staining of paraffin-embedded tissue sections
466 Sections were deparaffinized in 99.9% xylene (twice for 5 min each time) and
467 subsequently hydrolyzed in 99.9% ethanol (twice for 5 min each time), followed by
468 96.5% ethanol (twice for 3 min each time). Finally, sections were rinsed in water (twice
469 for 5 min each time). Heat-induced antigen retrieval was performed in citrate buffer,
470 pH 6.0 (Sigma C9999) for 15 min in a domestic microwave oven. For unstimulated
471 human PMNs a permabilization step was included using 0.1% Triton X-100 for 20 min.
472 Samples were washed twice (5 min each time) in 0.025% triton X-100, drained, and
473 blocked for 2 h at room temp in 10% goat serum in 1% BSA/PBS. Samples were
474 drained and incubated for 16–18 h at 4°C with a primary antibody (Abcam Cat#
475 ab1791, RRID:AB_302613, Abcam Cat# ab5103, RRID:AB_304752, or Abcam Cat#
476 ab21595, RRID:AB_446409), diluted 1:200 in 2% goat serum/1% BSA in PBS).
477 Negative controls were isotype IgG (Abcam Cat# ab27478, RRID:AB_2616600) or
478 absence of primary antibody. Samples were drained and washed in 0.025% Triton X-
479 100 (twice for 5 min each) with gentle agitation. Samples were then incubated (1 h at
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480 room temp in the dark) with a secondary antibody (Abcam Cat# ab150083,
481 RRID:AB_2714032) diluted 1:1000 in 1% BSA/PBS. Finally, samples were washed 3
482 times in PBS (5 min each time) and counterstained with SYTO9 (S34934,
483 ThermoFisher). ProLong™ gold antifade mountant (Thermofisher, P36934) was
484 applied before adding the coverslip.
485
486 Co-localization coefficient
487 Co-localization refers to the geometric co-distribution of two fluorescent labels or color
488 channels. Co-localization was acquired in Zen (version 2.1 SP3 FP2 (black)) as
489 described by Zeiss “Acquiring and analyzing data for co-localization experiments in
490 AIM or Zen software”. The Manders’ co-localization coefficient [79] for SYTO9
491 (green channel ) was used to show the co-localization of the antibody (pink channel)
492 using 2D images. Perfect co-localization will give the value 1. The crosshair was set to
493 1003 for the green channel and 2500 for the pink channel based on single stained
494 paraffin sections according to the manual by Zeiss. Sections from 3 different patients
495 were used. Biofilm and PMN areas were selected by region of interest (ROIs) in each
496 paraffin section. All biofilm areas in one image were included. GraphPad Prism was
497 used for statistical analysis using unpaired t-test. P<0.05 was considered significant.
498
499 Confocal scanning laser microscopy
500 All observations and image acquisition were performed using a confocal scanning laser
501 microscope (LSM510, LSM 710, or LSM 880; Carl Zeiss GmbH, Germany). Images
502 were obtained using 40× 63× or 100× oil objective lenses. Images were scanned at 405
503 nm (blue), 488 nm (green), and 633 nm (far red). Images of the biofilms were generated
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504 using Imaris software including the magnifications (version 8.4, Bitplane AG). Images
505 were processed for display using Photoshop software (Adobe).
506507 Ethics Statement
508 All animal studies were carried out in accordance with the European convention and
509 Directive for the Protection of Vertebrate Animals used for Experimental and Other
510 Scientific Purposes, and with Danish law on animal experimentation. All experiments
511 were authorized and approved by the National Animal Ethics Committee, Denmark
512 (The Animal Experiments Inspectorate, dyreforsoegstilsynet.dk; permit numbers:
513 2012−15−2934−00677 and 2014−15−0201−00259).
514
515 Human blood was collected from healthy volunteers with the approval of the Danish
516 Scientific Ethical Board (H-3-2011-117). All donors provided written informed
517 consent.
518
519 Infected tissue was collected following approval by the Danish Scientific Ethical
520 Board (KF465 01278432). The samples used were collected with written informed
521 consent for a previous study [9], and only from adults. The samples were anonymized
522 for this study.
523
524 Acknowledgments
525 We acknowledge the Core Facility for Integrated Microscopy, Faculty of Health and
526 Medical Sciences, University of Copenhagen, Zhila Nikrozi for preparing samples for
527 TEM, Heidi Marie Paulsen for preparing paraffin sections, and Steen Seier Poulsen for
528 helpful discussions regarding antibody staining procedures.
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22
529 M.A., M.A., and T.B. were funded by the Lundbeck Foundation. M.A. was also
530 founded by Hørslev-Fonden and Torben and Alice Frimodt Fonden.
531
532 Author contributions
533 M.A. conducted the mouse experiments and antibody staining experiments, and wrote
534 and edited the manuscript.
535 M.A. undertook microscopic analysis of Click-It and edited the manuscript.
536 K.Q. assisted with TEM preparation and image recording, and edited the manuscript.
537 P.Ø.J. performed the in vitro PMN experiments, contributed to data interpretation and
538 edited the manuscript.
539 K.N.K helped with the co-localization, helped with figure 10 and edited the
540 manuscript
541 P.S. contributed to data interpretation and edited the manuscript
542 T.B. performed the in vitro PMN experiments and PNA FISH, contributed to data
543 interpretation and edited the manuscript.
544
545 Conflicts of interest
546 The funders had no role in study design, data collection and analysis, decision to
547 publish, or preparation of the manuscript.
548
549 References
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855856 Supporting Information Legends
857 Movie 1
858 Interaction between isolated human polymorphonuclear leukocytes (PMNs) and
859 aggregated P. aeruginosa for 35 min. P. aeruginosa was grown for 24h prior to
860 exposure to PMNs. PMNs are bursting, probably due to production of rhamnolipid by
861 P. aeruginosa. P. aeruginosa are tagged with GFP, and dead cells are stained with
862 propidium iodide (PI).
863
864 Fig. S1. TEM images 48h post-insertion in the murine implant model
865 TEM images displaying P. aeruginosa biofilms and matrix material at 48 h post-
866 insertion in the murine implant model. Matrix material is denoted by black arrows.
867 Scale bars: A) 5 m, B) 2 m.
868
869 Fig. S2 in vitro PMA generated NETs and antibody staining
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870 Isolated human PMNs were stimulated with PMA for 3h in vitro and stained with
871 antibodies. A, B) antibody staining against NE (pink) (A is a merged image of both the
872 antibody (pink) and SYTO9 (green) staining, B) is only the antibody staining), C)
873 antibody staining against H3, no pink staining was observed. D, E) antibody staining
874 against citH3 (D is a merged image of both the antibody and SYTO9 staining, E is only
875 the antibody staining). F) antibody staining using isotype IgG as a control. SYTO9 was
876 used as a counterstain (green). NE and citH3 (pink) were associated to DNA (SYTO9),
877 but H3 was not. No pink was imaged in the control (isotype IgG).
878
879 Fig. S3. Immunostaining of unactivated paraffin embedded human PMNs
880 Unstimulated human PMNs in paraffin sections were stained with NE or H3 (pink).
881 The DNA of the PMNs was stained with SYTO9 (green). NE co-localized with the
882 cytoplasma of the PMNs (A, B) and H3 with the nucleus (C, D). A, C) are merged
883 images of both the antibody (pink) and SYTO9 (green) staining, B, D) are only the
884 antibody staining).
885
886 Fig. S4. Controls for immunostaining
887 Controls for immunostaining of paraffin-embedded sections from the murine implant
888 model and cystic fibrosis (CF) lungs. The paraffin-embedded sections were stained
889 either with either isotype control IgG or in the absence of primary antibody. The
890 secondary antibody was conjugated to Alexa fluor 647 (pink). SYTO9 (green) was used
891 as a counterstain. SYTO9 stains DNA in bacteria and eukaryotic cells. B indicates
892 biofilm and arrow heads points to PMNs.
893
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894 Figure Legends
895
896 Fig. 1.
897 A. P. aeruginosa is internalized by PMNs in the murine implant model. Top row:
898 TEM images showing intact and active PMNs containing internalized P. aeruginosa
899 (arrows) 6h post-insertion of a pre-coated silicone implant (Bar: 2 m). Bottom row:
900 internalized bacteria are magnified (Bar: 500 nm).
901
902 B-D Interaction between PMNs and P. aeruginosa in the murine implant model.
903 Pre-coated silicone implants were inserted into the peritoneal cavity of BALB/c mice.
904 The interaction between PMNs and bacteria was imaged by TEM at 6 h (B), 24 h (C),
905 and 48 h (D) post-insertion. Black arrows: bacteria and biofilms, Arrow heads: PMNs
906 (Bar: 5 m).
907
908 E-G Biofilm formed by P. aeruginosa on a silicone implant at 24 h post-insertion.
909 TEM images showing in vivo biofilms at different magnifications. Matrix material
910 (black arrows) can be seen between the bacteria. E) Bar: 2 m; F) Bar: 1 m; and G)
911 Bar: 200 nm.
912
913 Fig. 2. In vivo DNA labeling of PMNs in the murine implant model.
914 PMNs in the murine implant model were labeled with Click-iT®, in which a modified
915 thymidine analogue, EdU (5-ethynyl-2'-deoxyuridine), is incorporated into DNA
916 during active DNA synthesis in murine immune cells in vivo, and hence will label only
917 DNA originating from murine PMNs. DNA is labeled ex vivo with Alexa Fluor® 647
918 (pink) and counterstained with SYTO9 (green) on an implant 24h post-insertion in the
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919 peritoneal cavity. External to the biofilms SYTO9 (green)-stained DNA strings (white
920 arrows) were also observed as well as a few pink DNA strings (white arrowheads). A,
921 D) merged images showing both EDU (pink) and SYTO9 (green) staining. B, E) images
922 showing only the SYTO9 staining. C, F) images showing only the EDU staining. Red
923 square in A indicates magnified area in D-F.
924
925 Fig. 3. The in vivo biofilm lack PMN-derived DNA 24h post-insertion in the murine
926 implant model.
927 PMNs in the murine implant model were labeled with Click-iT®, in which a modified
928 thymidine analogue, EdU (5-ethynyl-2'-deoxyuridine), is incorporated into DNA
929 during active DNA synthesis in murine immune cells in vivo, and hence will label only
930 DNA originating from murine PMNs. DNA is labeled ex vivo with Alexa Fluor® 647
931 (pink) and counterstained with SYTO9 (green) on an implant 24h post-insertion in the
932 peritoneal cavity. Labeling was observed in PMNs (pink) but was absent from biofilms
933 (double headed arrows), suggesting that PMNs are not a source of eDNA in biofilms.
934 A, D) merged images showing both EDU (pink) and SYTO9 (green) staining. B, E)
935 images showing only the SYTO9 staining. C, F) images showing only the EDU
936 staining. Red squares in A indicates magnified area in D-F and G-I.
937
938 Fig. 4. The in vivo biofilm lack PMN-derived DNA 48h post-insertion in the murine
939 implant model.
940 PMNs in the murine implant model were labeled with Click-iT®, in which a modified
941 thymidine analogue, EdU (5-ethynyl-2'-deoxyuridine), is incorporated into DNA
942 during active DNA synthesis in murine immune cells in vivo, and hence will label only
943 DNA originating from murine PMNs. DNA is labeled ex vivo with Alexa Fluor® 647
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944 (pink) and counterstained with SYTO9 (green) on an implant 48h post-insertion in the
945 peritoneal cavity. Labeling was observed in PMNs (pink) but was absent from biofilms
946 (double headed arrows), suggesting that PMNs are not a source of eDNA in biofilms.
947 A, D) merged images showing both EDU (pink) and SYTO9 (green) staining. B, E)
948 images showing only the SYTO9 staining. C, F) images showing only the EDU
949 staining. Red square in A indicates magnified area in D-F.
950
951 Fig. 5. PNA FISH and DAPI staining of CF lung tissue
952 Aggregated P. aeruginosa (stained with PNA FISH (red)) (white arrows)) and eDNA
953 (stained blue with DAPI) in CF lung tissue (A, B) Strings of DNA (B) are indicated by
954 white arrows (Bar: 9 m).
955
956 Fig. 6. citH3 antibody staining of paraffin-embedded sections from the murine
957 implant model
958 CSLM images showing paraffin-embedded sections of silicone implants from the
959 murine implant model 24h post-insertion. The sections were stained with primary
960 antibodies specific for citrullinated histone H3 (citH3). The secondary antibody was
961 conjugated to Alexa Fluor 647 (pink). SYTO9 (green) was used as a counterstain.
962 SYTO9 stains DNA in bacteria and eukaryotic cells. A, D) merged images of both the
963 antibody (pink) and SYTO9 (green) staining. B, E) is only the SYTO9 staining. C, F)
964 is only the antibody staining. The images represent two implants. The letter B indicates
965 biofilm.
966
967
968
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969 Fig. 7. H3 antibody staining of paraffin-embedded sections from the murine
970 implant model
971 CSLM images showing paraffin-embedded sections of silicone implants from the
972 murine implant model 24h post-insertion. The sections were stained with primary
973 antibodies specific for histone H3 (H3). The secondary antibody was conjugated to
974 Alexa Fluor 647 (pink). SYTO9 (green) was used as a counterstain. SYTO9 stains DNA
975 in bacteria and eukaryotic cells. A, D) merged images of both the antibody (pink) and
976 SYTO9 (green) staining. B, E) is only the SYTO9 staining. C, F) is only the antibody
977 staining. The images represent two implants. The letter B indicates biofilm.
978
979 Fig. 8. NE antibody staining of paraffin-embedded sections from the murine
980 implant model
981 CSLM images showing paraffin-embedded sections of silicone implants from the
982 murine implant model 24h post-insertion. The sections were stained with primary
983 antibodies specific for neutrophil elastase (NE). The secondary antibody was
984 conjugated to Alexa Fluor 647 (pink). SYTO9 (green) was used as a counterstain.
985 SYTO9 stains DNA in bacteria and eukaryotic cells. A, D) merged images of both the
986 antibody (pink) and SYTO9 (green) staining. B, E) is only the SYTO9 staining. C, F)
987 is only the antibody staining. The images represent two implants. The letter B indicates
988 biofilm.
989
990 Fig. 9. Immunostaining of paraffin-embedded sections from the CF lung tissue
991 CSLM images showing paraffin-embedded sections of CF lung tissue. The sections
992 were stained with primary antibodies specific for citrullinated histone H3 (citH3) A-C).
993 Histone H3 (D-F) or neutrophil elastase (NE) (G-I). The secondary antibody was
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994 conjugated to Alexa Fluor 647 (pink). SYTO9 (green) was used as a counterstain.
995 SYTO9 stains DNA in bacteria and eukaryotic cells. A, D, G) merged images of both
996 the antibody (pink) and SYTO9 (green) staining. B, E, H) is only the SYTO9 staining.
997 C, F, I) is only the antibody staining. The images represent samples from three different
998 CF lungs. B indicates biofilm.
999 J: Co-localization of biofilm with antibodies in CF lungs shown as Manders’ co-
1000 localization coefficient. “Outside biofilm” are areas containing PMNs and “biofilms”
1001 are ROI defined biofilms. Sample size (n): NE outside biofilms (16), NE biofilms (20),
1002 H3 outside biofilms (18), H3 biofilms (17), citH3 outside biofilms (15), citH3 biofilms
1003 (18). There was significant difference between H3 outside biofilms and H3 biofilms
1004 (p<0.0001) and citH3 outside biofilms and biofilms (p<0.0007). No significant
1005 difference was found between NE outside biofilms and biofilms (p<0.25). p<0.05 was
1006 considered significant.
1007
1008 Fig. 10. Hypothesis for formation of an eDNA shield in chronic bacterial
1009 infections in vivo
1010 Early during biofilm formation, PMNs are able to phagocytose and destroy single
1011 bacteria or very small particles of bacterial cells. As the biofilm develops, bacterial
1012 aggregates evade phagocytosis and induce a necrotic cell death of PMNs. In chronic
1013 bacterial infections PMNs are continuously recruited to the site of biofilms where they
1014 release eDNA via necrosis. This released eDNA does not become incorporated into the
1015 biofilm itself. The PMN-derived layer of eDNA, which constitutes a secondary matrix,
1016 may provide a passive physical shield for the biofilm against cationic antibiotics such
1017 as tobramycin and additional phagocytes.
1018
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1019
1020
1021
1022
1023
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The copyright holder for this preprint (which was notthis version posted July 1, 2019. . https://doi.org/10.1101/689067doi: bioRxiv preprint
also made available for use under a CC0 license. certified by peer review) is the author/funder. This article is a US Government work. It is not subject to copyright under 17 USC 105 and is
The copyright holder for this preprint (which was notthis version posted July 1, 2019. . https://doi.org/10.1101/689067doi: bioRxiv preprint
also made available for use under a CC0 license. certified by peer review) is the author/funder. This article is a US Government work. It is not subject to copyright under 17 USC 105 and is
The copyright holder for this preprint (which was notthis version posted July 1, 2019. . https://doi.org/10.1101/689067doi: bioRxiv preprint
also made available for use under a CC0 license. certified by peer review) is the author/funder. This article is a US Government work. It is not subject to copyright under 17 USC 105 and is
The copyright holder for this preprint (which was notthis version posted July 1, 2019. . https://doi.org/10.1101/689067doi: bioRxiv preprint
also made available for use under a CC0 license. certified by peer review) is the author/funder. This article is a US Government work. It is not subject to copyright under 17 USC 105 and is
The copyright holder for this preprint (which was notthis version posted July 1, 2019. . https://doi.org/10.1101/689067doi: bioRxiv preprint
also made available for use under a CC0 license. certified by peer review) is the author/funder. This article is a US Government work. It is not subject to copyright under 17 USC 105 and is
The copyright holder for this preprint (which was notthis version posted July 1, 2019. . https://doi.org/10.1101/689067doi: bioRxiv preprint
also made available for use under a CC0 license. certified by peer review) is the author/funder. This article is a US Government work. It is not subject to copyright under 17 USC 105 and is
The copyright holder for this preprint (which was notthis version posted July 1, 2019. . https://doi.org/10.1101/689067doi: bioRxiv preprint
also made available for use under a CC0 license. certified by peer review) is the author/funder. This article is a US Government work. It is not subject to copyright under 17 USC 105 and is
The copyright holder for this preprint (which was notthis version posted July 1, 2019. . https://doi.org/10.1101/689067doi: bioRxiv preprint
also made available for use under a CC0 license. certified by peer review) is the author/funder. This article is a US Government work. It is not subject to copyright under 17 USC 105 and is
The copyright holder for this preprint (which was notthis version posted July 1, 2019. . https://doi.org/10.1101/689067doi: bioRxiv preprint
also made available for use under a CC0 license. certified by peer review) is the author/funder. This article is a US Government work. It is not subject to copyright under 17 USC 105 and is
The copyright holder for this preprint (which was notthis version posted July 1, 2019. . https://doi.org/10.1101/689067doi: bioRxiv preprint
also made available for use under a CC0 license. certified by peer review) is the author/funder. This article is a US Government work. It is not subject to copyright under 17 USC 105 and is
The copyright holder for this preprint (which was notthis version posted July 1, 2019. . https://doi.org/10.1101/689067doi: bioRxiv preprint