Abstract
Introduction
We investigated the prevalence of human metapneumovirus (hMPV) among patients with acute respiratory infections in Bulgaria, and performed genetic characterization of the F gene of these strains.
Methods
Nasopharyngeal swabs collected from patients of a range of ages were tested by using real-time PCR for 12 respiratory viruses. The F gene was sequenced, and phylogenetic and amino acid analyses of the F gene/protein were performed.
Results
A total of 1,842 patients were examined during a 3-year period; 1,229 patients (66.7%) were positive for at least one respiratory virus. hMPV was identified in 83 (4.5%) patient samples. Eleven (13%) of hMPV-positive patients were coinfected with another respiratory virus. The hMPV incidence rate in the 2016/2017, 2017/2018, and 2018/2019 winter seasons was 5.4, 5.4, and 3.1%, respectively. hMPV was mainly detected in specimens collected between January and May (89.2% of cases). The incidence of hMPV infection was highest (5.1%) among the youngest age-group (0–4 years), where hMPV was a causative agent in 8.1 and 4.8% of bronchiolitis and pneumonia cases, respectively. Among the patients aged ≥5 years, hMPV was detected in 2.2 and 3.2% of cases of pneumonia and central nervous system infections, respectively. Phylogenetic analysis of the F gene showed that the sequenced hMPV strains belonged to the A2b, B1, and B2 genotypes. Numerous amino acid substitutions were identified compared with the NL00/1 prototype strain.
Conclusion
This study revealed the significant role of hMPV as a causative agent of serious respiratory illnesses in early childhood, and also demonstrated year-to-year changes in hMPV prevalence and genetic diversity in circulating strains.
Keywords: Respiratory infection, Respiratory virus, Human metapneumovirus, Genetic diversity, Genotype, Amino acid substitution
Introduction
Acute respiratory infections (ARIs) are associated with high global morbidity and mortality, and represent a substantial health-care burden. Over 200 types of viruses from different families cause ARIs, and among these the human metapneumovirus (hMPV) has been identified as a major causative agent of acute upper and lower respiratory infections (ALRIs), especially in young children, the elderly, and immunocompromised patients [1, 2, 3]. Globally, >14.2 million hMPV-associated ALRI cases, 643,000 hospital admissions, 7,700 inhospital deaths, and 16,100 overall (hospital and community) deaths are estimated to annually occur in children younger than 5 years [4]. Currently, there are no licensed vaccines or antiviral drugs for preventing or treating hMPV infections. hMPV is very closely related to respiratory syncytial virus (RSV), and both viruses share similar structural, clinical, and epidemiological characteristics. These viruses belong to the family Pneumoviridae but to different genera: Orthopneumovirus (RSV) and metapneumovirus (hMPV) [5]. hMPV virions consist of a nonsegmented, single-stranded, negative-sense RNA genome of approximately 13.3 kb that encodes 9 proteins: nucleoprotein (N), phosphoprotein (P), matrix protein (M), fusion protein (F), matrix-2 proteins (M2-1 and M2-2), small hydrophobic protein (SH), attachment glycoprotein (G), and a large polymerase protein (L). The surface glycoproteins F and G are the major antigens, that induce protective neutralizing antibodies. The G protein enables attachment of the virus to target cells via interaction with cellular glycosaminoglycans. The F protein mediates attachment of the virus to integrins as cellular receptors, thereby allowing entry of the viral ribonucleoprotein into the cell cytoplasm by fusing of the viral envelope and cell membrane. The F protein forms a trimer, and is expressed as the F0 precursor that is cleaved by a cellular protein into 2 subunits, F1 and F2, which contain several functional domains [6, 7]. Under host immune pressure, amino acid substitutions accumulate in viral surface glycoproteins, especially in the G protein, leading to escape from preexisting immunity. Based on nucleotide sequence analysis of the F and G genes, hMPV is classified into 2 major genetic groups (A and B), and these are further divided into 4 major genotypes (A1, A2, B1, and B2) and 2 additional genotypes (A2a and A2b) [6]. Recently, 3 novel hMPV subtypes A2b1, A2b2, and A2c have been proposed [8, 9]. In a particular season, viruses from these different genotypes can co-circulate within the same region as the predominant genotypes can vary annually.
Despite the important clinical significance of hMPV infection, information regarding the prevalence of hMPV in Bulgaria is currently limited. Previous studies examining circulation patterns of hMPV in Bulgaria have focused on the under-5 age-group, and data are absent for prevalence among patients over the entire age range and on the molecular epidemiology of this pathogen [10, 11, 12, 13]. The aims of this study were to investigate the epidemiological and clinical characteristics of hMPV infections among patients from different age-groups over a 3-year period, and to perform a phylogenetic and amino acid sequence analysis of the F gene/protein of hMPV strains.
Materials and Methods
Patients and Specimen Collection
The study population comprised patients of a range of ages from different regions of Bulgaria who had been treated for ARI in primary care settings or hospitals. ARIs were defined according to the European Centre for Disease Prevention and Control (https://ecdc.europa.eu/en/infectious-diseases-public-health/surveillance-and-disease-data/eu-case-definitions). Patients were diagnosed by attending physicians based on standard clinical criteria. Combined nasopharyngeal and oropharyngeal specimens were collected from all enrolled patients using commercial polyester swabs (Deltalab, Barcelona, Spain) either during a physician visit or within the first 24 h of admission. The specimens were taken 1–7 days after the onset of illness. After collection, swabs were stored at 2–8°C for up to 72 h and transported in ice packs to the National Laboratory “Influenza and ARD,” which is recognized as a World Health Organization National Influenza Center. Specimens were processed immediately for virus detection or stored at −80°C prior to analysis.
Molecular Detection of Respiratory Viruses
Total viral nucleic acids were extracted automatically from a 700 μL specimen aliquot and eluted in 75 μL using the ExiPrep Dx Viral DNA/RNA kit and ExiPrep16DX equipment (Bioneer, Daejeon, South Korea). Influenza viruses were tested via a real-time RT-PCR method using the SuperScript III Platinum One-Step qRT-PCR system (Invitrogen, Thermo Fisher Scientific, Waltham, MA, USA). Primers and probes were provided by the International Reagent Resource, USA. Amplification was performed using a CFX96 thermal cycler (Bio-Rad Laboratories, Inc., Hercules, CA, USA) according to the protocol recommended by Centers for Disease Control and Prevention, Atlanta, GA, USA (reverse transcription at 50°C for 30 min, Taq activation at 95°C for 2 min, followed by 45 cycles of denaturation at 95°C for 15 s, and annealing at 55°C for 30 s) [14]. Screening of respiratory specimens for noninfluenza viruses, including RSV, hMPV, parainfluenza viruses 1/2/3, rhinoviruses (RV), adenoviruses (AdV), and bocaviruses (BoV) was performed using single-plex real-time PCR assays and an AgPath-ID One-Step RT-PCR kit (Applied Biosystems, Thermo Fisher Scientific, Waltham, MA, USA). Primers, probes, and thermocycling conditions used in the study were identical to those previously described [15, 16]. Separate real-time RT-PCR assays for the RNAase-P gene were performed to verify RNA integrity and absence of PCR inhibition. For influenza A and B viruses, positive controls were provided by the International Reagent Resource, USA; for noninfluenza viruses, AmpliRun DNA/RNA amplification controls (Vircell, Granada, Spain) were used. Primer and probe sequences, as well as cycling parameters are shown in the online suppl. Table 1; see www.karger.com/doi/10.1159/000516821 for all online suppl. material.
F Gene Sequencing
A fragment of the hMPV F gene from hMPV-positive samples was amplified using the Qiagen One-Step RT-PCR kit (Qiagen, Hilden, Germany) and an Eppendorf Mastercycler instrument (Eppendorf, Stevenage, UK) with primers/protocol previously described (online suppl. Table) [17]. Amplified products corresponding to nucleotide positions 3,052–3,862 in the genome of the hMPV prototype strain NL00/1 (accession number: AF371337) were visualized via electrophoresis on a 2% ethidium bromide-stained agarose gel. Amplicons were extracted and purified with a PureLink Quick Gel Extraction kit (Invitrogen, Thermo Fisher Scientific, Waltham, MA, USA). Purified PCR products were commercially sequenced (Microgen, Amsterdam) in both directions with the primer pair previously used for PCR.
Phylogenetic Analysis
F gene nucleotide sequences of hMPV reference strains with known genotype identities were retrieved from GenBank using the basic local alignment search tool (http://blast.ncbi.nlm.nih.gov/Blast.cgi). Bulgarian and reference sequences were aligned using the MUSCLE program embedded in molecular evolutionary genetics analysis software (MEGA, version 6.06; http://www.megasoftware.net/). The most suitable nucleotide substitution model, Tamura 3-parameter (T-92 + G) was determined using MEGA 6.06. A phylogenetic tree was constructed using the maximum likelihood method with 1,000 bootstrap replicates within MEGA 6.06 software. The study strains were genotyped based on clustering with sequences representing known genotypes.
Deduced Amino Acid Sequence Analysis
Deduced partial amino acid sequences of Bulgarian hMPV strains were generated by translating nucleotide sequences with the standard genetic code using MEGA software. To identify amino acid substitutions, the F protein sequences of the hMPV strains obtained in this study were aligned with the prototype NL00/1 strain.
Putative N-glycosylation sites were identified using the NetNGlyc 1.0 web server (http://www.cbs.dtu.dk/services/NetNGlyc) to predict the sequence motif N-X-S/T (sequon), where X can be any amino acid except proline. Only sites with scores >0.5 were accepted as glycosylated.
Statistics
Patient age and gender, clinical syndromes, and incidence of each virus were compared using the χ2 or Fisher's exact tests for categorical variables. A p value of <0.05 was considered statistically significant. Partial F gene nucleotide sequences of hMPV strains analyzed in this study were deposited in GenBank under the accession numbers MK577689–MK577699.
Results
Patient Characteristics
This prospective study was conducted from October 2016 to September 2019 and included 3 influenza seasons (2016/2017, 2017/2018, and 2018/2019), delineated as week 40 of the previous year to week 20 of the following year. A total of 1,842 patients presenting with ARI participated in the study: 498 in the first season, 500 in the second, and 743 in the third with 101 between seasons. In total, 225 (12.2%) of these patients attended outpatient health-care centers, and 1,617 (87.8%) were hospitalized. Patient ages ranged from 10 days to 91 years (median age 4.2 years); 1,007 (54.7%) of the patients were males. There were 1,332 patients of 0–4 years old, 170 were 5–17 years old, 75 were 18–64 years old, and 265 were ≥65 years old (72.3, 9.2, 4.1, and 14.4%, respectively).
Viral Detection
Viral respiratory pathogens were identified in 1,229 (66.7%) of the 1,842 patients tested. Among the infected individuals, 1,042 (84.8%) had monoinfection, 172 (14%) were coinfected with 2 viruses, and 15 (1.2%) were coinfected with 3 viruses. At least one respiratory virus was detected in 57.8% (130/225) of outpatients and 68% (1,099/1,617) of inpatients (p < 0.05). hMPV was identified in 4.5% (83/1,842) of patient samples. The incidence rate of hMPV was lower than that of RSV, influenza A(H1N1)pdm09, influenza A(H3N2), RV, AdV, and BoV (20.4, 11.1, 10.5, 9.9, 6.8, and 5.3%, respectively) but higher than that of parainfluenza viruses 1/2/3 and influenza type B (4 and 3.3%, respectively). The detection frequency of hMPV in the first, second, and third winter seasons was 5.4, 5.4, and 3.1%, respectively, and was 4% in the periods between seasons. The incidence rates of hMPV infection among outpatients and inpatients were 4% (9/225) and 4.6% (74/1,617), respectively (Table 1), whereas the incidence rates of RSV infection were 12.3 and 32.8% (р < 0.05), respectively. hMPV infections accounted for 6.9% (9/130) and 6.7% (74/1,099) of total viral infections in outpatients and inpatients, respectively. hMPV monoinfection was found in 72 (86.7%) patients, and 11 (13.3%) of hMPV-positive patients were coinfected with another respiratory virus: AdV (n = 4), RV (n = 3), RSV (n = 2), influenza A(H3N2) (n = 1), and BoV (n = 1). Among the studied respiratory viruses, the most common participants in mixed infections were AdV, BoV, and RV, with proportions of coinfections at 58.1, 51, and 41.2%, respectively.
Table 1.
Age-group, years | Outpatients, % (n/N) | Inpatients, % (n/N) | Total, % (n/N) |
---|---|---|---|
0–4 | 4.4 (7/160) | 5.2 (61/1,172) | 5.1 (68/1,332) |
5–17 | 4.2 (l/24) | 2.7 (4/146) | 2.9 (5/170) |
18–64 | 6.7 (1/15) | 1.7 (l/60) | 2.7 (2/75) |
≥65 | 0 (0/25) | 3.3 (8/240) | 3.0 (8/265) |
| |||
Total | 4.0 (9/225) | 4.6 (74/1,617) | 4.5 (83/1,842) |
hMPV, human metapneumovirus.
hMPV infections were mainly detected between January and May (89.2% of all identified infections) with few or no positive specimens in the autumn or summer months. During the study period, a higher incidence of hMPV was observed in April 2018, March 2017, and February 2019 (Fig. 1). In April 2018, the hMPV-positive rate reached 22% of the collected samples. The periods of hMPV activity overlapped with those of RSV and influenza viruses.
Age and Gender Distribution
Viral respiratory infections were detected in individuals of all ages, and the positive rate in the 4 age-groups 0–4, 5–17, 18–64, and ≥65 years was 73.9% (983/1,332), 57.6% (98/170), 29.3% (22/75), and 47.5% (126/265), respectively. The age of patients infected with hMPV ranged between 1 month and 82 years. The incidence of hMPV was highest among the youngest age-group (0–4 years) (68/1,332, 5.1%) and lowest among the young- and middle-aged adults (18–64 years) (2/75, 2.7%) (Table 1). Children aged 0–4 years represented 72.3% of the patients studied, but accounted for 81.9% (68/83) of the hMPV-positive cases (p = 0.0586). In this age-group, the median age of hMPV-positive patients (26.2 months) was higher than that of RSV-positive patients (15 months). hMPV coinfections were only detected in children aged 0–4 years. Among the hMPV-positive subjects, 43 (51.8%) were males, and 40 (48.2%) were females (p = 0.7).
Clinical Characteristics
The contribution of hMPV and the other respiratory viruses tested in the development of the most commonly diagnosed clinical complications − laryngotracheitis, bronchiolitis, pneumonia, and the central nervous system involvement (febrile seizures, cerebral edema, aseptic meningitis, and encephalopathy) was analyzed. The proportion of detected respiratory viruses among children aged 0–4 years diagnosed with these conditions was 79.6% (90/113), 82.9% (287/346), 67.2% (125/186), and 58.1% (25/43), respectively. hMPV ranked fourth among the causative agents of bronchiolitis (8.1%, 28/346) following RSV, RV, and BoV (42.2, 16.5, and 11%, respectively) and sixth among the causes of pneumonia (4.8%, 9/186), following RSV, AdV, RV, influenza A(H3N2), and A(H1N1)pdm09 (28.5, 9.7, 9.7, 9.1, and 5.9%, respectively). Seven (7/11, 63.6%) children who had coinfections of hMPV with other respiratory virus were diagnosed with bronchiolitis or pneumonia. hMPV was detected in 2.2% (2/91) and 3.2% (2/63) of cases of pneumonia and central nervous system infections, respectively, in patients aged ≥5 years (Table 2). No hMPV-positive patients enrolled in this study were treated in intensive care units.
Table 2.
Age-group, years | Total infected, n (%) | Clinical diagnosis |
||||
---|---|---|---|---|---|---|
laryngotracheitis, n (%) | bronchiolitis, n (%) | pneumonia, n (%) | CNS infections, n (%) | other respiratory syndromes, n (%) | ||
0–4 | 68 (82) | 5 (7) | 28 (41) | 9 (13) | 0 | 26 (38) |
5–17 | 5 (6) | 3 (60) | 0 | 1 (20) | 0 | 1 (20) |
18–64 | 2 (2) | 0 | 0 | 0 | 0 | 2 (100) |
≥65 | 8 (10) | 0 | 0 | 1 (13) | 2 (25) | 5 (63) |
Total | 83 | 8 (10) | 28 (34) | 11 (13) | 2 (2) | 34 (41) |
hMPV, human metapneumovirus; CNS, central nervous system.
Phylogenetic Analysis of hMPV
Partial F gene sequences, deposited to GenBank, were obtained from 11 hMPV-positive clinical samples. The remaining positive samples had a poor or failed PCR amplification or sequencing probably because of a low viral load and the greater sensitivity of real-time PCR compared with conventional PCR. The mean amplification cycle threshold (ct) obtained for the successfully sequenced hMPV-positive samples was 23.49 versus 30.79 for the unsequenced. The sequences were obtained from hospitalized children aged 0–4 years from different regions of the country who had ALRI. The phylogenetic analysis showed circulation of the 2 major groups (A and B), represented by genotypes A2b, B1, and B2 (Fig. 2). Seven sequenced Bulgarian hMPV strains belonged to the A2b genotype, one to the B1 genotype, and 3 to the B2 genotype. Neither the A1 nor A2a genotypes were detected in our study population. Viruses of the A2b genotype were identified during each study season; a genotype B1 virus was identified in the 2016/2017 season, and genotype B2 viruses were identified in the 2018/2019 season.
The hMPV A2b strains identified in this study were 94.5–98.9% homologous at the nucleotide level and 96.9–99.4% homologous at the amino acid level. The B2 strains had 93.2–96.3% and 95.4–97.8% nucleotide and amino acid sequence homology, respectively.
Deduced Amino Acid Sequence Analysis
We aligned the deduced amino acid sequences of 11 Bulgarian hMPVs and compared these with those of the prototype strain NL00/1 identified by van den Hoogen et al. [18] and also with hMPV strains detected in other countries (Fig. 3). The Bulgarian F sequences included 190 amino acids, representing 35.3% of the entire F protein sequence (539 residues) [7]. In A2b genotype sequences, amino acid substitutions were detected at 2 positions: R82K (in subunit F2) and A185D (in subunit F1), which were also present in the A2b sequences detected in other countries. Further amino acid substitutions were detected in the genotype B strains. A total of 9 amino acid substitutions were identified in the Bulgarian genotype B2 sequences, as well as in the other analyzed sequences of the same genotype: A61T and R82K (in subunit F2); V122I (in the fusion peptide); T135N, N139G, K143Q, and D167E (in heptad repeat A [HRA]); and R175S, T223N, and N233Y (in subunit F1). The Bulgarian B1 genotype sequence carried additional substitutions compared with the B2 sequences: N57T (in subunit F2) and K179R (in subunit F1) [19]. The N57T substitution resulted in the loss of the N-glycosylation site (NLT). This sequence lacked the T223N substitution found in the genotype B2 strains. In the Bulgarian hMPV sequences, no substitutions were identified in antigenic regions (epitopes) 2 (residues 132 and 152), 3 (residues 177–179), 4 (residues 238–245), and 5–6 (residues 386–397) with the exception of the K179R substitution in the antigenic region 3 of the genotype B1 sequence [20]. All but one analyzed Bulgarian sequence possessed 2 potential N-linked glycosylation sites, at positions 57 (NLT) and 172 (NLT).
Discussion
Here, we explored the prevalence and genetic characteristics of hMPV in an all age population in Bulgaria over 3 consecutive seasons, together with the epidemiological and clinical features of hMPV infections. Among the 12 respiratory viruses studied, hMPV had a moderate incidence rate and ranked seventh highest after that of RSV, influenza A viruses, RV, AdV, and BoV. The overall detection rate of hMPV was 4.5%, with a significant difference between seasons (5.4, 5.4, and 3.1%). The hMPV-positive rate in this study was lower than that reported in Italy (9.3%), Spain (5.5%), Croatia (5.66%), Romania (12.5%), Belgium (7.3%), Norway (9.4%), the USA (6%), and India (5.11%) [21, 22, 23, 24, 25, 26, 27, 28], but was higher than that in other studies in the USA (3.6%), Germany (3%), China (1.7%), Cambodia (1.7%), and Malaysia (2.2%) [29, 30, 31, 32, 33]. Earlier studies in Bulgaria reported a hMPV prevalence between 6.9 and 16% among children younger than 5 years [10, 11]. The prevalence of hMPV infections varies in individual studies and countries because of differences in the population studied, methodology used, climate, and time period of the study [34]. Here, the incidence rate of hMPV among outpatients and inpatients was similar (4 and 4.6%, respectively), whereas German researchers recorded a significantly higher incidence of hMPV infections in hospitalized patients in comparison with outpatients (11.9 vs. 6.9%) [30]. The proportion of hMPV coinfections in study population (13.3%) was relatively low compared with that of AdV, BoV, and RV coinfections (58.1, 51, and 41.2%, respectively). A similar frequency of hMPV coinfections (14.6%) has been reported in other countries [35]. However, several authors also reported a significantly higher proportion of hMPV coinfections − 58 [36] and 63.9% [9]. hMPV infection in Bulgaria had a clear seasonality with the highest frequency of occurrence in winter and spring months, which was consistent with data from other countries with temperate climates [22, 27, 37]. In our surveillance period, hMPV was circulating mainly from January to May and co-circulated with RSV and influenza viruses. In agreement with many studies, the incident rate of hMPV was highest in the youngest age-groups (0–4 years), and 81.9% of all hMPV cases occurred in this age-group [27, 38]. Among children aged 0–4 years with ARI, the median age of the hMPV-positive subjects was higher (26.2 months) than that of the RSV-positive subjects (15 months), which agrees with previous reports [26]. Due to the higher incidence of RSV infection, children are probably first exposed to this virus at an earlier age. We did not find any influence of the gender of the patients on hMPV infection, in contrast to other reports [33]. Several studies have documented that hMPV is the second most common pathogen of the lower respiratory tract in infants and young children after RSV, and is the major cause of bronchiolitis and pneumonia [3, 22, 39, 40, 41, 42]. In this study, the detection rate of hMPV ranked fourth and sixth among the causative agents of bronchiolitis and pneumonia, respectively, in children aged 0–4 years.
Genetic variability of the hMPV F gene was analyzed since the F protein is highly immunogenic, induces protective immunity, and is therefore a potential target for vaccines, monoclonal antibodies, and antiviral drugs [7]. Amino acid changes in the antigenic sites of the hMPV protein F could help avoid the immunity generated by previous infection. Despite the small number of sequenced strains, we identified the presence of 3 (A2b, B1, and B2) of the 5 globally circulating genotypes during the study period. However, we could not determine with certainty how many genotypes circulated in a particular season and which of them predominated. Simultaneous circulation of several hMPV genotypes within one epidemic season and replacement of the predominant genotype every 1–3 years in a given population have been reported worldwide [33, 35]. This replacement of predominant genotypes probably results from adaptive immunity of population against the genotype that was prevalent in the country in the preceding year. Similar to other studies, our results indicated that the F gene/protein is relatively conserved but has enough variability to permit distinction between genotypes [43, 44]. Amino acid substitutions were identified at several positions of the F protein including at one antigenic site and in 2 functional domains, the fusion peptide and HRA. The HRA and HRB domains participate in protein folding during the fusion process [6]. hMPVs from genotype B carried a larger number of amino acid substitutions (9–11) compared with those in the A2b genotype (2) in agreement with other studies [32]. The N-linked glycosylation sites at positions 57 and 172, identified in our study, were located in an antigenic site near the glycoprotein trimer apex, and the glycans in these positions could prevent antibodies recognition [45]. The gradual accumulation of amino acid changes and the glycosylation of the hMPV F protein with N-linked sugars are important mechanisms used by viruses to escape preexisting immunity [28]. In this regard, molecular characterization of the G gene/protein would provide more comprehensive information on the genetic variability and evolutionary dynamics of this pathogen.
In summary, the present study demonstrated a high incidence of viral respiratory infections and moderate incidence of hMPV infection among Bulgarian patients with ARIs. Our results indicated that hMPV is a significant causative agent of bronchiolitis and pneumonia in children aged 0–4 years. The study highlighted the necessity of routine laboratory-based surveillance and continuous monitoring of the genetic characteristics of this pathogen for the early detection of novel genetic variants that have increased virulence or epidemic potential. Our study has a significant limitation. The small number of sequenced samples limited our ability to more fully characterize the genotypes circulating in Bulgaria during the study period. A larger number of sequenced samples is needed in future studies to get a complete picture of the molecular epidemiology of the hMPV in Bulgaria. Information regarding genetic diversity of hMPV in different countries will be important for the development of a globally effective vaccine.
Statement of Ethics
This research was conducted ethically in accordance with the World Medical Association Declaration of Helsinki for experiments involving humans http://www.healthscience.net/resources/declaration-of-helsinki. The study protocol was approved by the Institutional Review Board/Institutional Ethics Committee of the National Centre of Infectious and Parasitic Diseases (number: IRB 00006384). Written informed consent to participate in the study was obtained from participants (or their parents/legal guardians) before specimen collection and testing.
Conflict of Interest Statement
The authors have no conflicts of interest to declare.
Funding Sources
This work was supported by financial grant from the National Science Foundation of Bulgaria (Project DH 13-15/December 20, 2017).
Author Contributions
Conceived and designed the experiments: N.K.; performed the experiments: N.K., S.A., I.Tr., S.V., I.G., I.Tz., S.M., I.A., and P.P.; analyzed the data: N.K., I.Tr., and I.Tz.; wrote the paper: N.K. All authors read and approved the final manuscript.
Supplementary Material
Acknowledgments
The authors are grateful to all of the nurses and clinicians involved in this study for their help in collecting clinical specimens and patient information.
verified
References
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