Feng Xiao1, Qingrong Qu2, Mingyuan Zou1, Feiya Su1, Huina Wu1, Yan Sun1, Meiling Zhou1, Fengfeng Zhao1,3, Yuming Yao1, Gulinaizhaer Abudushalamu1, Yaya Chen1, Chen Zhang3, Xiaobo Fan1, Guoqiu Wu1,3,4. 1. Diagnostics Department, Medical School of Southeast University, Nanjing 210009, People's Republic of China. 2. Department of Tuberculosis, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai 200433, China. 3. Zhongda Hospital, Center of Clinical Laboratory Medicine, Medical School, Southeast University, Nanjing 210009, People's Republic of China. 4. Jiangsu Provincial Key Laboratory of Critical Care Medicine, Southeast University, Nanjing 210009, People's Republic of China.
Abstract
Ureaplasma urealyticum is a common genital mycoplasma in men and women, which can cause reproductive tract infection and infertility, and is also related to adverse pregnancy outcomes and neonatal diseases. Pathogen culture and polymerase chain reaction (PCR) are the main methods for the diagnosis of U. urealyticum. However, pathogen culture takes too long, and PCR requires professional personnel and sophisticated instruments. Here, we report a simple, convenient, sensitive, and specific detection method, which combines catalytic hairpin assembly with a lateral flow immunoassay strip. Only a water bath and a fluorescence reader are needed to detect the results in 30 min. We can realize the point-of-care testing of U. urealyticum by this method. To verify this method, we selected 10 clinical samples for testing, and the test results were exactly the same as the clinical report.
Ureaplasma urealyticum is a common genital mycoplasma in men and women, which can cause reproductive tract infection and infertility, and is also related to adverse pregnancy outcomes and neonatal diseases. Pathogen culture and polymerase chain reaction (PCR) are the main methods for the diagnosis of U. urealyticum. However, pathogen culture takes too long, and PCR requires professional personnel and sophisticated instruments. Here, we report a simple, convenient, sensitive, and specific detection method, which combines catalytic hairpin assembly with a lateral flow immunoassay strip. Only a water bath and a fluorescence reader are needed to detect the results in 30 min. We can realize the point-of-care testing of U. urealyticum by this method. To verify this method, we selected 10 clinical samples for testing, and the test results were exactly the same as the clinical report.
Ureaplasma
urealyticum is a particular
bacterium with no cell wall. It has 14 known serotypes and is divided
into two biotypes-U. urealyticum and Ureaplasma parvum. U. urealyticum has several genes that encode surface proteins, the most important
of which is the gene encoding multiple banded antigen (MBA). The C-terminal
domain of MBA has antigenicity and can cause a host antibody response.
Other virulence factors include phospholipase An and C, IgA protease,
and urease.[1] It has been reported that
the total infection rate of mycoplasma of 4082 patients with urogenital
tract infection in China is 38.39%, mainly infected by single U. urealyticum,[2] which
is inconsistent with some research results.[3−5] It suggests
that there are some differences in the distribution of mycoplasma
in different areas. It may be related to the different levels of antibiotic
use, sampling sites, detection reagents, and laboratory precision
in different regions. The genome of U. urealyticum is small, with only 580,000 base pairs, and is attached to the mucosa
of the genitourinary tract in adults or in the respiratory tract of
infants.[6]U. urealyticum can result in male nongonococcal urethritis (NGU) and infertility[7] and lead to preterm delivery, infertility, and
genital discomfort in women. It is more harmful to newborns, will
lead to congenital pneumonia, bronchopulmonary dysplasia, meningitis,
and even perinatal death.[8]At present,
the main methods for clinical detection of U. urealyticum are pathogen culture method, immunoassay,
and polymerase chain reaction (PCR). The pathogen culture method for
the detection of U. urealyticum is
not only the traditional etiological detection method but also the
golden standard for U. urealyticum detection.
This way costs 2 to 3 days with the need of a special culture medium
and culture room, so it is difficult and time-consuming. This method
is easily affected by the amount of samples, delivery time, and other
factors, such that it may lead to false negative. The immunoassay
is not difficult, but the specificity and sensitivity are not ideal.
The conventional immunoassay methods include immunospot and enzyme-linked
immunosorbent assays. Both methods detect antigens of U. urealyticum. The immunospot method was accomplished
within 2.5 h with a LOD of 30 ng/mL. The enzyme-linked immunosorbent
assay for the membrane antigens was accomplished within 4 h with a
LOD of 0.4–1.6 μg/mL. The reported specificity and sensitivity
were 85 and 94%, respectively.[9,10] The PCR method has
high sensitivity and specificity, but it needs special technical personnel
and specific requirements for instruments, so it cannot be popularized
in grass-roots units and remote areas. New detection methods are also
being developed, such as loop-mediated isothermal amplification (LAMP)
method,[11] droplet digital PCR,[12] and high-throughput multiple gene detection
system.[13]Catalytic hairpin assembly
(CHA) is an isothermal non-enzyme nucleic
acid signal amplification system. It was originally reported by YIN.[14] In this process, a single-stranded toehold site
that neighbors a double strand helix mediates strand displacement
with another longer single-stranded oligonucleotide.[15] Two groups of complementary probes with a hairpin structure
were designed according to the target fragments for detection. When
the target fragment does not exist, both groups of probes remain intact.
In the presence of the target fragment, the first process will be
triggered. Once the first step was finished, the second toehold in
H1 beyond the 5′-end of the target was exposed. In the presence
of H2 in the solution, the second step was triggered to release the
target. The released target was recycled in this process, further
amplifying the fluorescence signal.[16] In
this system, the target fragment is replaced in the process of reaction
and can enter the next round of reaction again. The reaction principle
is shown in Figure . Therefore, the goal of target fragment detection can be achieved
by detecting double strands.
Figure 1
Principle of CHA. T + H1 → H1–T
complex and H1–T
complex + H2 → H1–H2 complex + T.
Principle of CHA. T + H1 → H1–T
complex and H1–T
complex + H2 → H1–H2 complex + T.We reported a detection method using an isothermal
non-enzyme signal
amplification system combined with immunoassay strips, which has been
successfully applied for the detection of viruses[17,18] and is now being attempted to be applied to bacteria. Here, we use
it to detect U. urealyticum. This method
does not need complicated preparation or PCR detection equipment and
can detect U. urealyticum in 30 min.
It can detect U. urealyticum quickly,
cheaply, and sensitively, so it can realize the point-of-care testing
of U. urealyticum.
Materials and Methods
Chemical Materials and
Samples
The
oligonucleotides used in this study were synthesized and purified
by Sangon Biotech. Co., Ltd.(Shanghai, China) (HPLC). Native PAGE
gel is purchased from Sangon Biotech. Co., Ltd. (Shanghai, China).
The prepared probe is dissolved in TNaK buffer (20 × 10–3 mol/L Tris, pH 7.5; 40 × 10–3 mol/L NaCl;
5 × 10–3 mol/L KCl), annealed, is placed in
a water bath at 95 °C, and naturally cooled to room temperature,
so that the probe maintains the hairpin structure and then, the probe
is placed at -20 °C for standby. All clinical samples were taken
from Zhongda Hospital affiliated to Southeast University. A fluorescence
detection device for CHA-lateral flow immunoassay strip (LFIA) is
GETEIN 1100, purchased from Getein Biotech Inc. (Nanjing, China).
Genomic Sequence of U. urealyticum
The whole genomic sequence of U. urealyticum was derived from the NCBI gene bank (https://www.ncbi.nlm.nih.gov/), and MAFFT version 7 (https://mafft.cbrc.jp) was used to select multiple sequence alignments. The conservative
sequence of U. urealyticum was selected
in this way. Then, BLAST (https://blast.ncbi.nlm.nih.gov/) was used to compare with other
bacterial sequences to ensure the specificity of the selected sequence.
Finally, NUPACK (http://www.nupack.org/) software package is used to design the probe.
Native Polyacrylamide Gel Electrophoresis
The feasibility
of CHA reaction was verified by 12% native polyacrylamide
gel electrophoresis. The reagent was reacted at 35 °C for 10
min, then electrophoretic at 110 V for 1 h at room temperature, stained
with 10 mg/mL ethidium bromide for 15 min, and the results were observed
in an imaging system with 280 nm′s ultraviolet wavelength.
Optimization of CHA Reaction Conditions
Temperature Optimization
The optimal
temperature was detected by real-time fluorescence PCR. The fluorescent
group (6-FAM) and quenching group (BHQ1) were labeled on the probe
H2. H2 is synthesized and purified by Sangon Biotech (Shanghai) Co.,
Ltd. 10 μL 1 μM H1, 10 μL 1 μM H2, and 10
μL 1 μM Target were taken as the experimental group, and
10 μL 1 μM H1, 10 μL 1 μM H2, and 10 μL
1 μM TNak as the control group. The fluorescence signal was
measured every 30 s in 15 min with a thermal cycler (CFX96, biorad,
America). The reaction temperature was 25, 30, 35, 40, 45, 50, 55,
and 60 °C, respectively, and the temperature with the highest
ratio of fluorescence intensity between the experimental group and
the control group was selected as the reaction temperature.
Proportion Optimization
At the
optimum temperature, the reaction ratio of H1:H2 was changed to 1:4,
1:3, 1:2, 1:1, 2:1, 3:1, and 4:1. We added TNaK to keep the total
volume unchanged. The control group was set up in each group. The
fluorescence signal was measured every 30 s in 15 min with a thermal
cycler (CFX96, biorad, America). The proportion with the highest ratio
of fluorescence intensity between the experimental group and the control
group was selected as the best ratio between H1 and H2.
Concentration Optimization
At the
optimum temperature and ratio, the optimal concentrations of H1 and
H2 were adjusted by CHA combined with a lateral flow immunoassay (LFIA)
strip. The concentration of H1 and H2 was 1, 5, 10, 25, and 50 nM,
respectively. The concentration of the Target did not change, keeping
it 100 pM. 50 μL H1, 25 μL H2, and 25 μL Target
were added. After heating in the water bath, 80 μL mixed liquid
was dropped into the LFIA test strip to determine the fluorescence
intensity. The control group was set for each concentration. The concentration
with the highest ratio of fluorescence intensity between the experimental
group and the control group was selected as the reaction concentration.
Specificity of CHA-LFIA
Under the
optimal reaction conditions, we investigated the effect of sequence
error pairing to detection results. In this test, 50 μL H1,
25 μL H2, and 25 μL test sequences were added. After heating
in a water bath, 80 μL mixed liquid was dropped into the LFIA
test strip to determine the fluorescence intensity. The fluorescence
results of single base mismatch and double base mismatch were compared
with the results of perfectly matched base sequence and blank control.
Through this way we can judge the specificity of this method.
Sensitivity of CHA-LFIA
Under the
optimal reaction conditions, different concentrations of target were
detected to obtain the detection limit of the CHA-LFIA system. In
addition, in the previous experiment, we used TNak buffer. However,
in the real clinical samples, there are many other substances, such
as proteins, nucleic acids, cells, and so on, which may affect our
test results. Therefore, in the sensitivity test, we choose to add
the Target to the vaginal secretion swab solution of healthy people,
so as to reach the standard of the simulated sample. 50 μL H1,
25 μL H2, and 25 μL Target were added. After heating in
a water bath, 80 μL mixed liquid was dropped into the LFIA test
strip to determine the fluorescence intensity. The target concentration
we selected was 0, 100 aM, 1 fM, 10 fM, 100 fM, 1 pM, 10 pM, 100 pM,
and 1 nM.
Detection of Clinical Samples
Ten
clinical samples were selected for detection. Among them, five cases
were positive for U. urealyticum by
PCR, and the other five cases were negative. We detect all samples
by CHA-LFIA. We added lysis buffer (50 mM Tris–HCl, 150 mM
KCl) to the sample, shook fully, and boiled for 10 min. (13,000 rpm)
For 5 min it was centrifuged, then got the supernatant. 50 μL
H1, 25 μL H2, and 25 μL supernatant were added. After
heating in a water bath, 80 μL mixed liquid was dropped into
the LFIA strip to determine the fluorescence intensity. Each group
of samples was tested four times, and the data was recorded and compared
with the results of PCR.
Results and Discussion
Principle of CHA-LFIA
We combine
the sensitivity of CHA with the simplicity of the LFIA strip, and
the detection principle is shown in Figure . The binding pad is coated with fluorescein
Alexa Fluor 647 and double labeled nano–microspheres with streptavidin
(SA), and the nitrocellulose film is marked with a detection line
and a quality control line. The detection line is prepared by spraying
anti-digoxin/digoxin monoclonal antibody, and biotin is fixed on the
quality control line. H1 is labeled with digoxin at the 5′
end and H2 with biotin at the 5′ end. In theory, when there
is no Target, the two probes maintain a stable hairpin structure and
will not be assembled, as shown in Figure . When the Target exists, it opens the structure
of H1 and exposes more sites, thus continuing to react with H2 to
form a H1–H2 complex. This reaction will replace T and continue
to cycle. This reaction was very rapid and a large number of H1–H2
complexes were produced in a short time. We detect H1–H2 to
confirm the existence of the target and to know whether there is a
corresponding pathogen. The H1–H2 complex forms fluorescent
nanospheres through biotin–streptavidin on the binding pad
and flows forward continuously. On the detection line, they bind to
anti-digoxin antibodies, thus showing fluorescence. Particles that
do not form a complex move forward and are captured by biotin as they
flow through the quality control line. The fluorescence detection
device is used to detect fluorescence, and the difference of fluorescence
intensity between the two lines is judged to decide whether there
is U. urealyticum in the sample. Finally,
the absorption pad absorbs the excess liquid.
Figure 2
Principle of CHA-LFIA. In the sample pad, H1
(labeled with digoxin)
hybridizes with H2 (labeled with biotin) in the presence of the target
sequences. H1–H2 complexes bind with double labeled nano–microspheres
(labeled with fluorescein Alexa Fluor 647 and streptavidin) through
biotin-streptavidin interaction in the conjugation pad (A). The yielded
products next bind with the anti-digoxin antibodies immobilized at
the test line through hairpin H1 labeled with digoxin (B). At the
control line, the excess double labeled nano–microspheres bind
with immobilized biotin (C).
Figure 3
Results
of native polyacrylamide gel electrophoresis. Lanes 1:
H1; lane 2: H2; lane 3: T; lane 4: H1 + T; lane 5: H2 + T; lane 6:
H1 + H2; lane 7: H1 + H2 + T; and M: marker. H1, H2, and T were maintained
at a concentration of 100 nM and loaded with 10 μL for gel electrophoresis.
Principle of CHA-LFIA. In the sample pad, H1
(labeled with digoxin)
hybridizes with H2 (labeled with biotin) in the presence of the target
sequences. H1–H2 complexes bind with double labeled nano–microspheres
(labeled with fluorescein Alexa Fluor 647 and streptavidin) through
biotin-streptavidin interaction in the conjugation pad (A). The yielded
products next bind with the anti-digoxin antibodies immobilized at
the test line through hairpin H1 labeled with digoxin (B). At the
control line, the excess double labeled nano–microspheres bind
with immobilized biotin (C).Results
of native polyacrylamide gel electrophoresis. Lanes 1:
H1; lane 2: H2; lane 3: T; lane 4: H1 + T; lane 5: H2 + T; lane 6:
H1 + H2; lane 7: H1 + H2 + T; and M: marker. H1, H2, and T were maintained
at a concentration of 100 nM and loaded with 10 μL for gel electrophoresis.SMT: single mismatched target and
DMT: double mismatched target.
Sequence Design
Target, H1, and H2
are used in native polyacrylamide gel electrophoresis; Target, H1,
and 6-FAM-H2-BHQ1 are used in real-time fluorescence PCR; and Target,
Dig-H1, and Bio-H2 are used in CHA-LFIA (Table ).
SMT: single mismatched target and
DMT: double mismatched target.
Native Polyacrylamide Gel
Electrophoresis
As shown in Figure , both H1 and H2 are a single band, and the
Target has run out because
its molecular weight is too small. Lane 6 is caused by the overlap
of H1 and H2 and lane 4 is the H1–T band. Lane 5 is H2 and
there are no other bands, indicating that H2 does not react with the
Target. Lane 7 is H1–H2 complex.
Optimization
of CHA Reaction Conditions
The result
is shown in Figure . The fluorescence intensity of the experimental group/control group
is the highest at 35 °C. These results are similar to that of
Wu’s.[19]
Figure 4
Temperature optimization
by real-time fluorescence PCR. (A) Fluorescence
values of different temperatures and (B) fluorescence intensity ratio
of the experimental group to the control group. The fluorescence values
of the experimental group and the control group were detected at different
temperatures (25, 30, 35, 40, 45, 50, 55, and 60 °C). Each value
was derived from three independent detections, and the error bars
mean standard deviations. The fluorescence intensity ratio of the
experimental group to the control group was the highest at 35 °C.
The concentrations of H1, H2, and Target are all 1 μM.
Temperature optimization
by real-time fluorescence PCR. (A) Fluorescence
values of different temperatures and (B) fluorescence intensity ratio
of the experimental group to the control group. The fluorescence values
of the experimental group and the control group were detected at different
temperatures (25, 30, 35, 40, 45, 50, 55, and 60 °C). Each value
was derived from three independent detections, and the error bars
mean standard deviations. The fluorescence intensity ratio of the
experimental group to the control group was the highest at 35 °C.
The concentrations of H1, H2, and Target are all 1 μM.The result
is shown in Figure . We chose H1/H2 = 2:1 as the best ratio. At this time, the fluorescence
intensity of the experimental group/control group was the highest.
Figure 5
Proportion
optimization by real-time fluorescence PCR. (A) Fluorescence
values of different ratios and (B) fluorescence intensity ratio of
the experimental group to the control group. In different ratios of
H1 to H2 (H1/H2 = 1:4, H1/H2 = 1:3, H1/H2 = 1:2, H1/H2 = 1:1, H1/H2
= 2:1, H1/H2 = 3:1, and H1/H2 = 4:1), detecting the fluorescence values
of the experimental group and the control group. Each value was derived
from three independent detections, and the error bars mean standard
deviations. When H1/H2 = 2:1, the fluorescence intensity ratio of
the experimental group to the control group was the highest. The concentrations
of H1, H2, and T are all 1 μM.
Proportion
optimization by real-time fluorescence PCR. (A) Fluorescence
values of different ratios and (B) fluorescence intensity ratio of
the experimental group to the control group. In different ratios of
H1 to H2 (H1/H2 = 1:4, H1/H2 = 1:3, H1/H2 = 1:2, H1/H2 = 1:1, H1/H2
= 2:1, H1/H2 = 3:1, and H1/H2 = 4:1), detecting the fluorescence values
of the experimental group and the control group. Each value was derived
from three independent detections, and the error bars mean standard
deviations. When H1/H2 = 2:1, the fluorescence intensity ratio of
the experimental group to the control group was the highest. The concentrations
of H1, H2, and T are all 1 μM.The
result is shown in Figure . When the concentrations of H1 and H2 were both 10 nM, the
ratio of fluorescence intensity between the experimental group and
the control group was the highest.
Figure 6
Concentration optimization. (A) Fluorescence
values of different
concentrations and (B) fluorescence intensity ratio of the experimental
group to the control group. The fluorescence intensities were measured
after added with different concentrations of H1 and H2 ranging from
1 to 50 nM in the presence of 100 pM target sequences. When H1 and
H2 were 10 nM, the fluorescence intensity ratio of the experimental
group to the control group reached the highest value. Error bars mean
standard deviations that were calculated from four independent repeats.
Concentration optimization. (A) Fluorescence
values of different
concentrations and (B) fluorescence intensity ratio of the experimental
group to the control group. The fluorescence intensities were measured
after added with different concentrations of H1 and H2 ranging from
1 to 50 nM in the presence of 100 pM target sequences. When H1 and
H2 were 10 nM, the fluorescence intensity ratio of the experimental
group to the control group reached the highest value. Error bars mean
standard deviations that were calculated from four independent repeats.Results
as shown in Figure , the four tubes are, respectively, added with the Target, double
base mutation sequence, single base mutation sequence, and buffer.
The detection method of our study has high specificity, the single
base mutation sequence can cause a significant decrease in the detection
fluorescence value, and its fluorescence value is similar to the double
mutation sequence. Both results are close to the blank control group.
Figure 7
Specificity
of CHA-LFIA. SMT: single mismatched target and DMT:
double mismatched target. Each value was derived from four independent
detections, and the error bars mean standard deviations. The fluorescence
values of SMT and DMT are significantly different from the fluorescence
values of the target.
Specificity
of CHA-LFIA. SMT: single mismatched target and DMT:
double mismatched target. Each value was derived from four independent
detections, and the error bars mean standard deviations. The fluorescence
values of SMT and DMT are significantly different from the fluorescence
values of the target.
Sensitivity
of CHA-LFIA
The result
is shown in Figure . At least the cutoff value was set with the mean value of the negative
control fluorescence value plus three standard deviations. The fluorescence
value of negative control is 56.20 ± 16.59, and the cutoff value
should be greater than or equal to 105.97. We set the cutoff value
of the reaction to 106, and those greater than 106 are considered
to be positive samples. According to the cutoff value, the sensitivity
of the detection method can reach 1 fM.
Figure 8
Sensitivity of CHA-LFIA.
(A) Sensitivity of CHA-LFIA and (B) enlarge
(A) in the range of 0 to 100 pM, and add cutoff value. *(independent t-test, P < 0.05) indicates significant
difference from the respective former group. Each value was derived
from ten independent detections, and the error bars mean standard
deviations. The fluorescence value of negative control is 56.20 ±
16.59, and the cutoff value is 106. According to the cutoff value,
the sensitivity of the detection method can reach to 1 fM.
Sensitivity of CHA-LFIA.
(A) Sensitivity of CHA-LFIA and (B) enlarge
(A) in the range of 0 to 100 pM, and add cutoff value. *(independent t-test, P < 0.05) indicates significant
difference from the respective former group. Each value was derived
from ten independent detections, and the error bars mean standard
deviations. The fluorescence value of negative control is 56.20 ±
16.59, and the cutoff value is 106. According to the cutoff value,
the sensitivity of the detection method can reach to 1 fM.As
shown in Figure ,
the average fluorescence value of vaginal secretions from 5 positive
patients was 163.75 ± 57.79, while that of 5 controls was 41.05
± 10.31. The fluorescence values of positive samples were significantly
different from those of the control group (P <
0.001). According to the cutoff value, the results whose fluorescence
value is greater than 106 are positive and those less than 106 are
negative. After qualitative analysis, compared with the results of
PCR detection, the consistency rate of the results reached 100%. This
experiment shows that the isothermal non-enzyme signal amplification
system combined with the immunoassay strip can be used to detect clinical
samples with U. urealyticum. To make
negative controls, we have collected common pathogens of the genital
tract in clinic for detection. We collected samples infected with Neisseria gonorrhoeae, Mycoplasma
genitalium, and Chlamydia trachomatis. The number of each sample is 3. The result is shown in Figure . There is no cross
reactivity between U. urealyticum and
other common pathogens of the genital tract in clinic.
Figure 9
Detection of clinical
samples. Each value was derived from four
independent detections, and the error bars mean standard deviations.
All results of positive samples exceed 106 and all results of negative
samples cannot reach the cutoff value.
Figure 10
Detection
of common pathogens of genital tract. UU: U. urealyticum; CT: Chlamydia trachomatis; NG: Neisseria gonorrhoeae; MG: Mycoplasma
genitalium; and Control: Healthy people.
Each value was derived from three independent detections, and the
error bars mean standard deviations. The fluorescence values of U. urealyticum were significantly different from
those of other common pathogens of the genital tract in clinic (P < 0.01). Moreover, P values between
the control and CT, NG, and MG were all greater than 0.05.
Detection of clinical
samples. Each value was derived from four
independent detections, and the error bars mean standard deviations.
All results of positive samples exceed 106 and all results of negative
samples cannot reach the cutoff value.Detection
of common pathogens of genital tract. UU: U. urealyticum; CT: Chlamydia trachomatis; NG: Neisseria gonorrhoeae; MG: Mycoplasma
genitalium; and Control: Healthy people.
Each value was derived from three independent detections, and the
error bars mean standard deviations. The fluorescence values of U. urealyticum were significantly different from
those of other common pathogens of the genital tract in clinic (P < 0.01). Moreover, P values between
the control and CT, NG, and MG were all greater than 0.05.
Conclusions
In this study, rapid, cheap,
and sensitive methods for the detection
of U. urealyticum was established.
Combining the signal amplification of CHA reaction with the sensitivity
of the lateral flow immunoassay test strip, U. urealyticum can be detected accurately and quickly, and the results can be obtained
within half an hour. Through the detection of clinical samples, its
sensitivity and accuracy are verified, and it can reach the standard
of clinical use. Because of the picky nature of U.
urealyticum, it is difficult to identify and diagnose
its infection in the clinical environment. Therefore, our further
research will be valuable to improve the identification of infection
and the treatment of inflammation. It can also ease the symptoms in
advance and improve neonatal outcome.