{'fraction_non_alphanumeric': 0.03978333955920807, 'fraction_numerical': 0.017136720209189393, 'mean_word_length': 5.231306371835903, 'pattern_counts': {'":': 0, '<': 0, '<?xml version=': 0, '>': 0, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
The use of PCR/Electrospray Ionization-Time-of-Flight-Mass Spectrometry (PCR/ESI-TOF-MS) to detect bacterial and fungal colonization in healthy military service members

Background The role of microbial colonization in disease is complex. Novel molecular tools to detect colonization offer theoretical improvements over traditional methods. We evaluated PCR/Electrospray Ionization-Time-of-Flight-Mass Spectrometry (PCR/ESI-TOF-MS) as a screening tool to study colonization of healthy military service members. Methods We assessed 101 healthy Soldiers using PCR/ESI-TOF-MS on nares, oropharynx, and groin specimens for the presence of gram-positive and gram-negative bacteria (GNB), fungi, and antibiotic resistance genes. A second set of swabs was processed by traditional culture, followed by identification using the BD Phoenix automated system; comparison between PCR/ESI-TOF-MS and culture was carried out only for GNB. Results Using PCR/ESI-TOF-MS, at least one colonizing organism was found on each individual: mean (SD) number of organisms per subject of 11.8(2.8). The mean number of organisms in the nares, groin and oropharynx was 3.8(1.3), 3.8(1.4) and 4.2(2), respectively. The most commonly detected organisms were aerobic gram-positive bacteria: primarily coagulase-negative Staphylococcus (101 subjects: 341 organisms), Streptococcus pneumoniae (54 subjects: 57 organisms), Staphylococcus aureus (58 subjects: 80 organisms) and Nocardia asteroides (45 subjects: 50 organisms). The mecA gene was found in 96 subjects. The most commonly found GNB was Haemophilus influenzae (20 subjects: 21 organisms) and the most common anaerobe was Propionibacterium acnes (59 subjects). Saccharomyces species (30 subjects) were the most common fungi detected. Only one GNB (nares E. coli) was identified in the same subject by both diagnostic systems. Conclusion PCR/ESI-TOF-MS detected common colonizing organisms and identified more typically-virulent bacteria in asymptomatic, healthy adults. PCR/ESI-TOF-MS appears to be a useful method for detecting bacterial and fungal organisms, but further clinical correlation and validation studies are needed.


Background
Our understanding of the nature of host-microbe interactions has become increasingly complex, with the line between pathogen and non-pathogen becoming more and more obscure [1]. Individual organism and human factors, in addition to complex interactions between host and pathogen, play significant roles in determining the colonization-infection-disease spectrum [1][2][3][4][5][6]. Historically, the role of the human microbiome in disease has been poorly understood, partly due to limitations of standard microbiological culture [6][7][8]. Recently, novel molecular platforms such as PCR/Electrospray Ionization-Time-of-Flight-Mass Spectrometry (PCR/ESI-TOF-MS) have shown potential benefits over standard microbiological culture, including increased throughput and cost savings [9]. PCR/ ESI-TOF-MS offers not only microbiologic organism identification, but the capability to detect genetic resistance elements. This molecular tool has also shown high concordance with traditional culture methods in identifying microorganisms in blood cultures [10] and in different orthopedic populations [11,12]. There have been only a few studies using PCR/ESI-TOF-MS to explore colonization rates, with some published surveillance studies from a burn intensive care unit and orthopedic ward healthcare workers, and preliminary data on staphylococcal colonization in United States military personnel [13,14]. Given the potential link between colonization and modification of the microbiome to subsequent infections, this pilot study sought to examine bacterial and fungal colonization of healthy individuals using PCR/ESI-TOF-MS, to further understand human microbiome diversity using a newer molecular platform, and to compare gramnegative bacteria (GNB) detection by PCR/ESI-TOF-MS with traditional culture.

Study population
One hundred one healthy active duty service members presenting to the outpatient Troop Medical Clinic for acute care at Fort Sam Houston, TX were enrolled. Study participants were 18 years and older who had no overseas travel or deployment within the past 6 months, no antibiotic use in the preceding 30 days, and were being seen for non-infectious medical conditions. Written informed consent was obtained from study participants upon enrollment. Individuals were excluded from the study if they were deemed to have an acute or chronic infection that may have altered normal bacterial flora or that involved a proposed anatomic sample site. The study protocol was approved by the San Antonio Military Medical Center (SAMMC) Institutional Review Board. The results presented here are a sub-study of a larger protocol examining various methods for detecting microbial colonization in healthy US military personnel; initial results on methicillin-resistant and methicillinsensitive Staphylococcus aureus (MRSA and MSSA) and multidrug-resistant (MDR) GNB colonization have been published [14,15]. Our current study further examines bacterial and fungal colonization of healthy U.S. military individuals, including the correlation of GNB detection by PCR/ESI-TOF-MS and traditional culture.

Specimen collection and processing
Individuals were screened with culture swabs (Copan Stuart liquid media culture, Copan Inc., Brescia, Italy) from various anatomic sites (nares, oropharynx, and groin). Each participant was sampled by application of the swab in a repetitive twisting motion at each anatomic site, firmly brushing the skin or mucosa to ensure transfer of cells onto the swab tip. Samples for PCR/ESI-TOF-MS were frozen at -20 o C or lower and transported on dry ice for batched testing to the Center for Genomic Sciences, Allegheny Singer Research Institute, Pittsburgh, PA, USA. A separate set of swabs collected in the same fashion were transported to the SAMMC research microbiology laboratory and underwent immediate processing for microbial culture to identify GNB. The analysis of coagulase-negative Staphylococcus (CNS) and S. aureus detection by traditional culture and PCR/ESI-TOF-MS methods has been published elsewhere [14]. We did not evaluate other gram-positive bacteria, fungus or anaerobes by traditional culture due to cost constraints.

PCR/ESI-TOF-MS
Frozen swabs were thawed after transport, placed in microcentrifuge tubes containing 270 μl of ATL Lysis buffer (Qiagen, Germantown, MD, cat# 19076) and 30 μl proteinase K (Qiagen, cat# 19131) and then incubated at 56°C for 1 h. Next, 100 μl of a mixture containing 50 μl each of 0.1 mm and 0.7 mm Zirconia beads (Biospec, Bartlesville, OKcat# 11079101z, 11079107zx, respectively) were added to the samples which were then homogenized for 10 min at 25 Hz using a Qiagen Tissuelyser. Nucleic acid from the lysed sample was then extracted using the Qiagen DNeasy kit (Qiagen cat# 69506). 10 μl of each sample was loaded per well onto the BAC detection PCR plate (Abbott Molecular, Carlsbad, CA cat# PN 05 N13-01). The BAC detection plate contains 96 wells each with 16 primers that survey all bacterial organisms by using multiple omnipresent loci (e.g., 16S rDNA sequences) and multiple pluripresent loci (e.g., the tufB gene). The BAC assay has been validated against 613 organisms [9] . The system also detects the presence of several key antibiotic resistance markers: vanA and vanB (vancomycin resistance) in Enterococcus spp., KPC-3 (carbapenem resistance) in GNB, and mecA (methicillin resistance) in Staphylococcus spp. An internal calibrant of synthetic nucleic acid template is also included in each assay, controlling for false negatives (e.g., from PCR inhibitors) and enabling a semiquantitative analysis of the amount of template DNA present. PCR amplification was performed according to Ecker et al. [9] The PCR products were then desalted in a 96-well plate format and sequentially electrosprayed into a time-of-flight mass spectrometer. The spectral signals were processed to determine the masses of each of the PCR products present with sufficient accuracy to determine the base composition of each amplicon. Using combined base compositions from multiple PCRs, the identities of the pathogens and a semi-quantitative determination of their relative concentrations in the starting sample were established by using a proprietary algorithm which interfaces with the Ibis database of known organisms.

Traditional culture
All isolates were plated onto both Trypticase ™ Soy Agar with 5 % sheep blood (sheep blood agar, BBL, Cockeysville, MD, USA) and MacConkey agar (BBL, Cockeysville, MD, USA) in order to isolate aerobic GNB colonies. Colonies grown on MacConkey agar and colonies consistent with gram-negative morphology on sheep blood agar were subcultured onto sheep blood agar to assure culture purity and then frozen at -80 o C for subsequent evaluation. Frozen isolates underwent two passages on sheep blood agar, followed by automated testing for species-identification and susceptibility via the BD Phoenix Automated Microbiology System (Becton Dickinson and Company, Franklin Lakes, NJ) using NMIC/ID-123 panels according to manufacturer's guidelines.

Analysis
Organisms were categorized based on taxonomy and morphological features. Basic descriptive statistics were used to summarize the findings using SPSS (IBM®SPSS®Statistics Version 19). Comparison between PCR/ESI-TOF-MS and traditional culture results was only performed on GNB utilizing Spearman's rank correlation.
Overall, aerobic gram-positive bacteria were more prevalent than GNB (870 vs. 140 total isolates, respectively) and were detected from every subject, with a mean number of 8.6 [SD 2.0] organisms, the highest number being detected from groin swabs, 3.  (Table 1). PCR/ESI-TOF-MS identified 870 aerobic gram-positive bacteria (329 from groin swabs, 275 from nares, and 266 from oropharynx). The most common organisms (341) were CNS with numerous other gram-positive bacteria noted ( Table 2). The mecA gene was identified in nearly every subject (96). No resistance elements of vanA and vanB were detected in this study.

Aerobic GNB
Aerobic GNB were also commonly found by PCR/ESI-TOF-MS in 80 subjects, with a mean number of 1.4 [SD 1.0] organisms, primarily the oropharynx followed by nares and groin (Table 1). In total, 140 aerobic GNB were identified (94 from oropharynx swabs, 32 from nares, and 14 from groin). The most common GNB identified were Neisseria spp. (59), followed by Haemophilus influenzae (21), Moraxella spp. (19), and Escherichia coli (7) ( Table 3). As was seen with gram-positive bacteria, several GNB known to cause human disease were frequently found ( Table 3). No genes commonly associated with GNB resistance were detected by PCR/ESI-TOF-MS.
PCR/ESI-TOF-MS identified fungal species in 46 subjects with a mean of 0.60 [SD 0.79] organisms per individual (Table 1). A total of 61 fungal organisms, with 39 in the oropharynx, 14 nares, and 8 groin were detected (Table 5).

PCR/ESI-TOF-MS compared with traditional culture for gram-negative bacteria
Traditional culture identified colonization of 34 sites from 23 subjects with GNB. The most commonly   Table 6. Traditional culture also did not detect any MDR GNB. PCR/ESI-TOF-MS found more GNB isolates than traditional culture (80 subjects versus 23 subjects). When comparing the organisms found by PCR/ESI-TOF-MS and traditional culture, only one non-MDR E. coli was identified by both systems from the same subject and collection site (nares). Similarly, neither method detected any MDR GNB. Spearman correlation between GNB on traditional culture versus PCR/ESI-TOF-MS for nares was 0.68, oropharynx was 0.44, and groin was 0.13.

Discussion
Pathogen detection has several limitations within the current practices of traditional microbiological methods. Newer molecular diagnostic methods, such as PCR/ESI-TOF-MS, offer potential advantages over traditional microbiological methods in detecting microbial pathogens. One potential limitation of traditional microbiology is the inability to culture specific organisms in the laboratory due to difficulty in replicating the perfect media for growth while molecular platforms, such as PCR/ESI-TOF-MS, circumvent this by focusing on the genetic elements present in a sample for organism identification. In this study, PCR/ESI-TOF-MS detected many clinically relevant bacteria (e.g., Neisseria meningitidis, N. gonorrhoeae, N. asteroides, S. pneumoniae, Fusobacterium necrophorum) that are typically associated with virulent infections in a population without evidence of clinical disease, and identified multiple isolates of more fastidious organisms such as N. asteroides and several nutritionally deficient Streptococcus spp.
PCR/ESI-TOF-MS detected large numbers of isolates of expected commensal organisms, especially among the aerobic gram-positive bacteria, with CNS being most commonly identified. The carriage rate of S. pneumoniae using standard microbiological methods has previously been reported in adult populations, varying in reported prevalence from 3.7 to 38 % [16,17]. Among a healthy, primarily young adult population in this study, the S. pneumoniae carriage rate was found to be 53.5 %. This  Acinetobacter spp. is significantly higher than previously reported and is similar to carriage rates previously shown in young children populations (53-67 %) [16,17] S. aureus was also commonly found in 57.4 % of individuals sampled in this study, consistent with previously reported colonization rates between 32.7 and 53 % [18][19][20][21][22][23] Streptococcus agalactiae was found on 26.7 % of subjects in this study. While S. agalactiae has been evaluated previously in vaginal and anorectal colonization studies; there have been limited colonization studies looking at carriage rates in other anatomic sites. The reported colonization rate has varied from 8.5 to 32.9 % depending on the study population and geographic location [24][25][26][27][28].
In addition to colonization with expected organisms, PCR/ESI-TOF-MS also detected traditionally pathologic aerobic gram-positive bacteria such as N. asteroides in a high percentage of the study population in absence of clinical disease. N. asteroides, which traditionally has not been thought of as part of the body's normal flora [29], was detected in 44.5 % of the study population, most commonly from the nares (30 isolates) and groin (19 isolates). While this is surprisingly high, Nocardia has been difficult to grow and identify by traditional culture historically and, for this reason, other direct molecular detection methods have been evaluated for enhanced identification of Nocardia [30,31]. Case series have previously shown Nocardia colonization of the respiratory tract without clinical or radiographic findings consistent with disease, however all these patients had underlying lung disease [32,33].  PCR/ESI-TOF-MS also found a small number of Streptococcus species, formerly known as nutritionally deficient Streptococci, such as Granulicatella adiacens, G. sanguinis, Abiotrophia defectiva, Gemella haemolysans, A. elegans which, similar to N. asteroides, are difficult to isolate but associated with disease including endocarditis. Although infrequently studied, Abiotrophia, Granulicatella, and Gemella have been shown, using molecular methods, to account for a significant part of the human oral microbiome [7,34].
Genetic resistance elements common to gram-positive bacteria were also examined, and the mecA gene was found in nearly every subject (96/101 subjects). Staphylococcus resistance was felt to be a broader study question comparing PCR/ESI-TOF-MS with detection by traditional culture, and has been previously published; therefore, the data are not presented in this manuscript [14]. Other specific genetic markers of resistance, such as the vanA and vanB genes, were not identified in our study isolates. The significance of these resistance markers in terms of clinical diagnosis and therapy is unclear. Clinical decision making regarding decolonization might be affected by the presence of genetic resistance elements, particularly if they are transferred between pathogens colocated on the body.
Aerobic GNB findings were similar to those of grampositive bacteria, such as PCR/ESI-TOF-MS detected large numbers of expected colonizing organisms (e.g., H. influenzae and Moraxella catarrhalis), with fewer numbers of organisms associated with clinical virulence in healthy individuals. In this study of healthy military personnel, the H. influenzae carriage rate was determined to be 19.8 % and the M. catarrhalis carriage rate was 8.9 %. In a previous carriage study of H. influenzae and M. catarrhalis in healthy, asymptomatic individuals, adult carriage rates were 23 and 17 %, respectively [15]. PCR/ESI-TOF-MS also identified important GNB human pathogens such as Burkholderia cenocepacia, N. gonorrhoeae, N. meningitides, and Rickettsia sp. which again are not thought of as traditional colonizing Acinetobacter baumannii-calcoaceticus complex organisms. No genetic resistance elements for GNB were found in this study. While PCR/ESI-TOF-MS did identify some unexpected GNB, it identified only a few Acinetobacter spp. (3 subjects) and no P. aeruginosa, which are two examples of potential MDR organisms. There are limited numbers of studies using similar populations, however a study looking at surveillance of organisms in a burn intensive care unit and orthopedic ward found a higher prevalence of Acinetobacter and P. aeruginosa [13]. While outpatient colonization rates of A. baumannii-calcoaceticus (ABC) have been variable, U.S. Army soldiers without significant healthcare exposure have been shown to have lower carriage rates, whereas hospitalized soldiers have much higher rates of colonization [15,[35][36][37][38].
Similar to aerobic bacteria, anaerobic bacteria and fungi known to be members of the colonizing human microbiota were found with PCR/ESI-TOF-MS. P. acnes was the most commonly detected anaerobic gram-positive bacteria, Bacteroides spp. the most common anaerobic GNB, and Saccharomyces cerevisiae/paradoxus the most common fungus. Notably, Fusobacterium spp., commonly thought to be pathogenic organisms, were isolated in 8 asymptomatic, healthy subjects.
A limitation of PCR/ESI-TOF-MS in this study, that may warrant further evaluation prior to broader application, was the limited anatomic site-correlation between screening methods. Only one pathogen was identified by both systems in the same subject from the same anatomic site (E.coli from the nares). This discordance has been observed elsewhere, with one study reporting a relatively high false negative rate with PCR/ESI-MS when trying to resolve mixtures [39]. There are several potential reasons for this discordance. With molecular platforms, such as PCR/ESI-TOF-MS, there is a greater uncertainty as to what is being sampled. Some investigators have suggested a role for preferential amplification, where the DNA primers are saturated from the most abundant organisms present, causing organisms in smaller quantity to be missed [40]. Another limitation is that we did not screen for all gram-positive bacteria, fungi, or anaerobes with traditional culture for comparison. In addition, this pilot study also evaluated only a limited number of anatomic sites per individual, which may have led to an underestimate of the total number and diversity of potential isolates from our study participantsin fact microbiome studies have identified a high degree of heterogeneity among nearly all anatomic sites. The lack of additional confirmatory tests (e.g., a second molecular diagnostic platform) to validate the PCR/ESI-TOF-MS findings is also a potential study limitation. Furthermore, a limited number of subjects were examined in one particular environment and study participants were only screened at a single time point, limiting our ability to determine if individuals were only transiently colonized. Future studies evaluating individuals over a period of time would be helpful in determining the incidence and prevalence of true colonization. Validation of this molecular method as a colonization screening tool for a broad array of pathogens might be particularly useful for patients at higher risk for infection, such as immunosuppressed or burn patients.

Conclusions
In summary, the PCR/ESI-TOF-MS detected large numbers of isolates of expected commensal organisms in a population of healthy, asymptomatic individuals, but it also detected many bacteria (e.g., N. meningitidis, N. gonorrhoeae, N. asteroides, S. pneumoniae, Fusobacterium spp.) that are often associated with clinically virulent infections suggesting that presence alone does not trigger virulence [1]. This molecular platform identified higher carriage percentages for pathogenic bacteria than have been previously shown in the literature, and identified multiple organisms that have traditionally been difficult to culture in the laboratory. Additional advantages of this molecular platform are the potential for increased sample throughput with decreased processing times. Further validation with confirmatory molecular technologies should be performed to ascertain the clinical significance of identified organisms and appropriate clinical application.