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BMC Infectious Diseases logoLink to BMC Infectious Diseases
. 2020 Jun 16;20:420. doi: 10.1186/s12879-020-05152-x

Human adenovirus Coinfection aggravates the severity of Mycoplasma pneumoniae pneumonia in children

Jiaojiao Gao 1, Lili Xu 1, Baoping Xu 1, Zhengde Xie 1,, Kunling Shen 1,
PMCID: PMC7296888  PMID: 32546135

Abstract

Background

Mycoplasma pneumoniae (M. pneumoniae) is an important pathogen of community-acquired pneumonia (CAP) in children. The coinfection rate of M. pneumoniae pneumonia (MPP) can reach 52% in some areas, but the effects of coinfection with different pathogens have not been clearly recognized.

Methods

The cases of MPP hospitalized in Beijing Children’s Hospital from 1/1/2014 to 12/31/2016 were screened. MPP patients coinfected with Human adenovirus (HAdV) were categorized into the research group. Patients with single M. pneumoniae infection were categorized into the control group, matching the research group by age and admission time with a ratio of 1:3. Clinical manifestations, laboratory examinations, and disease severity were compared between these two groups.

Results

A total of 2540 hospitalized MPP cases were screened in Beijing Children’s Hospital, among which thirty cases were enrolled in the research group and ninety cases were enrolled in the control group. The results indicated that patients in the research group had longer hospital stays, longer fever durations and a higher rate of dyspnea, as well as a larger proportion applications of oxygen therapy and noninvasive continuous positive airway pressure (NCPAP). No obvious differences were found in lab examinations within the two groups. Regarding disease severity, the proportions of extremely severe pneumonia and severe disease defined by the clinical score system were higher in the research group than in the control group.

Conclusion

Compared with single M. pneumoniae infection, MPP coinfected with HAdV in children was relatively more serious.

Keywords: Mycoplasma pneumoniae, Adenovirus, Pneumonia, Case-control study, Children

Background

Mycoplasma pneumoniae (M. pneumoniae) is an important pathogen of community-acquired pneumonia (CAP) in hospitalized children. M. pneumoniae circulates throughout a year, and there is an epidemic of MP every 3–7 years [1]. During the epidemic, M. pneumoniae is responsible for 20–40% of community-acquired bacterial pneumonia [2]. A study of respiratory pathogens in children with lower respiratory tract infections from Shanghai showed that M. pneumoniae was the most common pathogen from 2013 to 2015 [3]. In addition, the detection rate of M. pneumoniae in pediatric CAP had a positive correlation with the increase in the age of the children [4].

M. pneumoniae infection can be self-limited [5], but it can also lead to severe pneumonia [6, 7] and even acute respiratory distress syndrome (ARDS) in children. M. pneumoniae infection can also cause many extrapulmonary manifestations [8, 9], which makes diagnosis and treatment more difficult. In addition, M. pneumoniae can damage the epithelial cells and cilia of the human airway, affect the function of the mucus-ciliary clearance system, and affect host immune function. The coinfection rate can reach 52% in Mycoplasma pneumoniae pneumonia (MPP) [10], but the effects of coinfection with other pathogens on the clinical features of MPP have not been clearly recognized.

Human adenovirus (HAdV) is an important pathogen of respiratory tract infection in children and is responsible for 4–10% of pediatric CAP [11]. To elucidate the impact of HAdV coinfection on the clinical manifestation of MPP in children, we performed this case-control study.

Methods

Study population

The cases of MPP hospitalized in Beijing Children’s Hospital from 1/1/2014 to 12/31/2016 were screened. MPP patients coinfected with HAdV were categorized into the research group. For each patient in the research group, we matched three cases with single M. pneumoniae infection as controls. The control group was matched to the research group by age and admission period, suggesting that every child in the control groups should be in the same age group as the patient in the research group, and these patients were collected within 2 weeks before and 2 weeks after the coinfection cases. The nearest cases were recruited first. In detail, the patients were divided into four age groups: < 2 years old, 2–5 years old, 5–10 years old, and > 10 years old.

Inclusion and exclusion criteria

The inclusion criteria for the research group were as follows: 1) clinical manifestations of pneumonia, such as fever, cough and radiographic findings of pneumonia; 2) evidence of M. pneumoniae infection: serological M. pneumoniae antibody titer ≥1:160 or a positive result of M. pneumoniae RNA of oropharyngeal swabs with real-time polymerase chain reaction (PCR); and 3) evidence of HAdV infection: a positive result of HAdV-DNA from blood or respiratory samples or a positive result of HAdV antigen from nasopharyngeal aspirates.

Control subjects should meet the first and second inclusion criteria of the research group and have a negative result after HAdV examination.

Children with any of the following factors were excluded: 1) neonatal pneumonia; 2) coinfected with other pathogens confirmed by laboratory tests; 3) convalescent pneumonia; 4) long-term use of glucocorticoids or immunosuppressive agents; and 5) congenital heart or chronic lung disease.

If a patient in the research group received recurrent fever after more than 3 days of normal temperature and HAdV infection was confirmed at the same time, then he or she was diagnosed with nosocomial infection.

Clinical information collection

The clinical manifestations, laboratory examinations, imaging characteristics, and disease severity were compared between these two groups. Three methods were used to evaluate the severity of disease. 1) According to the national guidelines for pediatric CAP in China, pneumonia was divided into mild and severe (Table 1). 2) According to the same guidelines, extremely severe pneumonia was diagnosed if the child presented with central cyanosis, severe respiratory distress, refusal to eat, dehydration or altered consciousness (somnolence, coma, convulsions), and he or she experienced extremely severe pneumonia. 3) Based on the clinical scoring system designed by Carmen L. Larranaga and other scholars to classify the severity of acute lower respiratory tract infection caused by respiratory syncytial virus, we divided pneumonia into mild, moderate and severe grades (Table 2) [12].

Table 1.

Disease Severity Assessment of CAP in Children

Clinical manifestations Mild CAP Severe CAP
General situation Good Not good
Refusal to eat or dehydration No Yes
Disorder of consciousness No Yes
Respiratory rate Normal or slightly increase Significantly increasea
Cyanosis No Yes
Dyspnea No Yes
Multilobar infiltrates No Yes
Pleural effusion No Yes
Oxygen saturation > 0.96 ≤0.92
Extrapulmonary manifestations No Yes
Assessment Present all above manifestations Present any of the above manifestations

aSignificantly increased respiratory rate: infants > 70 bpm, older children > 50 bpm

Table 2.

Clinical Scoring System

Factor Score Maximal Scorec
0 1 2 3
Hospitalization No ≤5 d > 5 d PICUa(+ 1/2) 0–5
Supplemental oxygen No ≤1 d 1–3 d(+ 1) > 3 d(+ 1) 0–4
Max FiO2(%) 21 22–30 ≥31 MV b(+ 2) 0–5

aPICU Pediatric intensive care unit

bMV Mechanical ventilation

cA total score value of 7 or greater was defined as severe disease, and less than 7 were considered as mild or moderate disease.

The extrapulmonary manifestations involved in our study included mucocutaneous manifestations, myocardial damage and liver damage. Myocardial damage includes abnormal Electrocardiogram (ECG) and Creatine kinase isoenzyme (CK-MB) above the upper limit of normal (25 U/L). Liver damage refers to glutamic-pyruvic transaminase (ALT) above the upper limit of normal (40 U/L).

Statistical analysis

Statistical analysis was performed with SPSS Statistics (v21, IBM Corp., USA). The independent sample t-test and two independent sample rank sum test were used to compare continuous variables between two groups. Pearson’s chi-square or Fisher’s exact test was used for categorical data. P ≤ 0.05 was considered to be statistically significant.

Results

Patients enrollment

From 2014 to 2016, 2540 hospitalized MPP cases were found in Beijing Children’s Hospital, and 53 cases were diagnosed with HAdV coinfection. However, 11 of these cases were excluded: 4 cases had insufficient lab examinations, 5 cases had coinfection with other pathogens, 1 case had convalescent pneumonia, and 1 case had congenital heart disease. Among the remaining 42 coinfection cases, 12 cases could not be included because no matching cases were found. Eventually, 30 cases were included in the research group, and 90 cases were included in the control group.

Demographic characteristics of the patients

Of the 30 research cases, 2 cases were < 2 years old, 14 cases were 2–5 years old, 11 cases and 3 cases were 5–10 years old and > 10 years old, respectively. Most of these patients visited our hospital in autumn and winter.

Boys accounted for 67% in the research group and 50% in the control group (Table 3).

Table 3.

Clinical Characteristics between the Research Group and the Control Group

Characteristic Control group (n = 90) Research group (n = 30) P value
Males n (%) 45 (50%) 20 (67%) 0.084
Hospital stay (day), median 8 (3–15) 10 (3–33) 0.001
Fever days before admission, median 7 (2–46) 7.5 (3–25) 0.751
Fever duration (day), median 9 (2–31) 14 (7–28) <0.01
Max temperature (°C), median 39.50 (37.8–41.0) 39.55 (38.0–40.5) 0.474
Heart rate (bpm), mean 110 (80–142) 116 (88–155) 0.043
Respiratory rate (bpm), median 24 (18–44) 24 (20–56)
Disturbance of consciousness, n 0 1 (3.3%) 0.25
Cyanosis, n 1 0
Dyspnea, n 2 (2.2%) 7 (23.3%) 0.001
Abnormal breath sounds, n 55 (61.1%) 19 (63.3%) 0.503

Comparisons of clinical characteristics

The clinical characteristics of the two groups are shown in Table 3. The research group had a longer hospital stay (10 days vs 8 days, P = 0.001), longer fever duration (14 days vs 9 days, P < 0.01), increased heart rate (116 bpm vs 110 bpm, P = 0.043) and a higher rate of dyspnea (23.3% vs 2.2%, P = 0.001).

Comparisons of laboratory and radiographic findings

No difference was found in laboratory examination and radiographic findings between the two groups, and the proportion of extrapulmonary manifestations was similar between the two groups (Table 4).

Table 4.

Laboratory and Radiographic Findings between the Research Group and the Control Group

Characteristics Control group (n = 90) Research group (n = 30) P value
Leukocyte count (× 10^9/L), median 7.355 (2.9–20.4) 6.995 (3.8–20.9) 0.833
Neutrophil (%), mean 58.8 ± 12.9 (26.4–86.2) 59.4 ± 12.1 (31.0–86.0) 0.805
Lymphocyte (%), mean 30.8 ± 12.1 (8.9–64.9) 31.1 ± 10.7 (9.9–56.4) 0.880
Anemia, n 14 (15.6%) 7 (23.3%) 0.239
Platelet (×10^9/L), median 305 (90–680) 264 (111–644) 0.01
C-reactive protein> 8 mg/L, n 51 (56.7%) 16 (53.3%) 0.456
Elevated serum CK-MB, n 2 (2.2%) 2 (6.7%) 0.263
Abnormal ECG, na 36 (46.7%) 10 (45.5%) 0.555
Decrease PaO2, nb 0 0
LDH (U/L), median 322 (172–1820) 348 (190–693) 0.337
Elevated serum PCT, n 43 (47.8%) 18 (60%) 0.407
Multilobar infiltrates, n 61 (67.8%) 21 (70%) 0.506
Pleural effusion, n 23 (25.6%) 8 (26.7%) 0.54
Rash, n 6 (6.7%) 1 (3.3%) 0.44
Myocardial damage, n 37 (41.1%) 11 (36.7%) 0.418
Liver damage, n 12 (13.3%) 1 (3.3%) 0.112

aThe ECG results were observed for 77 cases in the control group and 22 in the research group

bThe results of the arterial blood gas analysis were found for 51 cases in the control group and 23 cases in the research group

Although the platelet count was higher in the research group, the data in both groups were within the normal reference range for children.

Comparisons of treatment

For treatment, more than half of the children in both groups received fiberoptic bronchoscopy, compared with 53.3% in the research group and 65.6% in the control group, and the difference was not statistically significant (Table 5).

Table 5.

Treatment and Disease Severity between the Research Group and Control Group

Characteristic, n (%) Control group (n = 90) Research group (n = 30) P value
Fiberoptic bronchoscopy 59 (65.6%) 16 (53.3%) 0.278
Oxygen therapy 58 (64%) 28 (93%) 0.001
NCPAP 0 5 (16.7%) 0.01
Invasive mechanical ventilation 0 0
PICU admission 0 0
Readmission 9 (10%) 3 (10%)
Severe CAP 72 (80%) 26 (87%) 0.301
Extremely severe pneumonia 3 (3.3%) 7 (23.3%) 0.002
Severe disease defined by clinical score system 13 (14.4%) 14 (46.6%) 0.001

No patients were treated with invasive mechanical ventilation or transferred to the PICU. However, our study showed that the proportion of oxygen therapy (93% vs 64%, P = 0.001) and noninvasive continuous positive airway pressure (NCPAP) (16.7% vs 0, P = 0.01) was higher in the research group than in the control group (Table 5).

The readmission rate was 10% in both groups. Three patients in the research group and eight in the control group were readmitted for fiberoptic bronchoscopy, and one patient in the control group returned to the hospital because of bronchiolitis obliterans.

Comparisons of the disease severity

In terms of disease severity, the proportions of severe CAP in the research group and the control group were 87 and 80%, respectively, and the difference was not statistically significant. However, the proportion of extremely severe pneumonia in the research group (23.3%) was higher than that in the control group (3.3%) (P = 0.002). According to the clinical scoring system, the severe proportions in the research group and the control group were 46.6 and 14.4% (P = 0.001), respectively (Table 5).

Nosocomial infection and nonnosocomial infection cases

Further analysis of nosocomial infection was performed according to the time of diagnosis of HAdV infection.

Nine children in the research group were nosocomial infection cases. Comparing these 9 children with their neighbors, the difference was consistent with the total research group and the control group (Table 6).

Table 6.

Comparisons of Nosocomial Infection Cases in the Research Group and Their Matched Controls

Characteristics Control group (n = 27) Research group (n = 9) P value
Hospital stay (day), median 7 (3–13) 19 (9–33) 0.002
Fever days before admission, median 7 (2–40) 7 (5–12)
Fever duration (day), median 8 (2–31) 19 (12–28) 0.001
Max temperature (°C), mean 39.32 ± 0.67 39.18 ± 0.62 0.571
Cyanosis, n (%) 0 0
Dyspnea, n (%) 1 (3.7%) 3 (33.3%) 0.041
Fiberoptic bronchoscopy 20 (74.1%) 7 (77.8%) 0.602
Oxygen therapy 16 (59.3%) 9 (100%) 0.022
NCPAP 0 3 (33.3%) 0.012
Readmission 3 (11.1%) 1 (11.1%) 0.745
Severe CAP 23 (85.2%) 9 (100%) 0.298
Extremely severe pneumonia 0% 3 (33.3%) 0.012
Severe disease defined by clinical score system 5 (18.5%) 5 (55.6%) 0.046

The remaining 21 co-infected children in the research group were admitted to the hospital with adenovirus coinfection. When compared with their neighbors, no significant differences were found in hospital stay, NCPAP use and the proportion of extremely severe pneumonia between the two groups (Table 7).

Table 7.

Comparisons of Nonnosocomial Infection Cases in the Research Group and Their Matched Controls

Characteristics Control group (n = 63) Research group (n = 21) P value
Hospital stay (day), median 8.0 (3–15) 9.0 (3–12) 0.069
Fever days before admission, median 7 (0–46) 9 (3–21) 0.449
Fever duration (day), median 9 (2–29) 12 (7–26) 0.028
Max temperature (°C), median 39.5 (37.8–41.0) 39.8 (38.0–40.5) 0.255
Heart rate (bpm), mean 112 ± 13 (80–142) 117 ± 14 (88–148) 0.134
Respiratory rate (bpm), median 25 (18–44) 25 (21–56)
Disturbance of consciousness, n 0 1 (4.8%) 0.25
Cyanosis, n 1 (1.6%) 0 0.75
Dyspnea, n 1 (1.6%) 4 (19%) 0.013
Abnormal breath sounds, n 39 (61.9%) 14 (66.7%) 0.797
Leukocyte count (× 10^9/L), median 7.49 (2.9–20.42) 5.95 (3.78–13.88) 0.614
Anemia, n 11 (17.5%) 6 (28.6%) 0.213
Platelet (× 10^9/L), mean 323 ± 117 (90–622) 238 ± 70 (111–342) < 0.001
C-reactive protein> 8 mg/L, n 34 (54.0%) 12 (57.1%) 0.502
Elevated serum CK-MB, n 2 (3.2%) 2 (9.5%) 0.264
Multilobar infiltrates, n 42 (66.7%) 13 (61.9%) 0.442
Pleural effusion, n 17.0 (27%) 7 (33.3%) 0.383
Rash, n 4 (4.3%) 0 0.309
Myocardial damage, n 22 (34.9%) 6 (28.6%) 0.4
Liver damage, n 9 (14.3%) 1 (4.8%) 0.226
Fiberoptic bronchoscopy 39 (61.9%) 9 (42.9%) 0.102
Oxygen therapy 38 (60.3%) 19 (90.5%) 0.008
NCPAP 0 2 (9.5%) 0.06
Readmission 6 (9.5%) 2 (9.5%) 0.683
Severe CAP 49 (77.8%) 17 (81.0%) 0.512
Extremely severe pneumonia 3 (4.8%) 4 (19%) 0.062
Severe disease defined by clinical score system 8 (12.7%) 9 (42.9%) 0.005

Discussion

Compared with M. pneumoniae mono-infection, patients coinfected with HAdV had a longer hospital stay and fever duration and a higher rate of dyspnea, which led to a higher rate of oxygen therapy and NCPAP use, as well as a higher proportion of extremely severe pneumonia and severe disease defined by the clinical score system.

There was no similar study on the effect of coinfection with HAdV in MPP, but there are some studies on MPP coinfections with other pathogens.

In terms of clinical manifestations, our study showed that the duration of fever was longer in the research group, regardless of the nosocomial infection status. Chen and colleagues studied 201 children with MPP in China, of which 103 children were coinfected with other pathogens, including Chlamydia, viruses and bacteria, and 6 of these children were coinfected with HadV. The results showed that the proportion of fever duration > 10 days (40.8%) in the mixed infection group was significantly higher than that in the nonmixed infection group (24.5%, P = 0.014), which was consistent with our results [13]. It is reasonable that coinfection with HAdV can prolong the clearance time of the pathogen and aggravate the host immune response, which leads to longer inflammation times. However, when Chin-Yung Chiu et al. compared the clinical manifestations of M. pneumoniae mono-infection (n = 31), M. pneumoniae with Streptococcus pneumoniae coinfection (n = 9) and M. pneumoniae with virus coinfection (n = 19), these authors found that the fever duration of M. pneumoniae- and Streptococcus pneumoniae-infected children was longer than that of M. pneumoniae mono-infected children, but there was no significant difference between M. pneumoniae mono-infection and virus coinfection [14]. In this study, only 7 children were coinfected with HAdV in a total of 19 virus-coinfection patients. The different types of the pathogens involved in this study may be the reason for the disparate findings. As our study only focused on HAdV coinfection, it may better reflect the effects of HAdV infection on the clinical manifestations of MPP. Furthermore, our study reduced the effects of confounding factors, such as age and admission time by matching.

We also found that the incidence of dyspnea in the research group was higher than that in the control group. Therefore, the proportions of oxygen therapy and NCPAP were higher in the research group. In 2015, Jiang et al. conducted a study on the clinical characteristics of 593 hospitalized CAP patients with pathogens confirmed in the Children’s Hospital of Soochow University. The proportions of oxygen therapy among the single bacteria group and mixed bacteria and viruses group were 2.7 and 9.5%, respectively (P = 0.02). These results suggested that the proportion of oxygen therapy was higher in the mixed group than in the single bacteria group. However, there was no further analysis of the specific pathogen of the mixed infections [15].

The incidence of dyspnea in HAdV-induced lower respiratory tract infection was as high as 40.7% [16]. An analysis of 213 children with severe HAdV pneumonia by Liu et al. showed that the incidence of respiratory failure was 82.2%, and 70 cases required mechanical ventilation [17]. Moreover, cases of severe pneumonia caused by HAdV requiring extracorporeal membrane oxygenation (ECMO) have been reported in Taiwan and abroad [18, 19]. In our study, none of these cases required invasive mechanical ventilation, which may be associated with early and timely oxygen therapy and NCPAP use. In combination with the results of our study and former studies, we suggest that physicians should pay attention to the possibility of HAdV coinfection in the treatment of MPP when dyspnea appears. If necessary, timely isolation can prevent nosocomial infection.

Regarding the severity of disease, we found that the proportion of extremely severe pneumonia and severe disease defined by the clinical score system was higher in the research group. The different results of different comparison methods are related to the different parameters involved. Lu et al. studied refractory M. pneumoniae pneumonia (RMPP) in children and found that the proportion of severe pneumonia in the coinfection group was higher than that in the mono-infection group (7.35% vs 0.46%, P = 0.003) [20]. Huong Ple T conducted a study on the risk factors of severe atypical pneumonia. By multivariate logistic regression analysis, coinfection with respiratory virus was found to be one of the risk factors for severe atypical CAP in children (OR = 4.36, 95% CI = 1.46–13.0, P = 0.008) [21], which was consistent with our findings. Interactions of pathogens contribute to aggression of the disease severity, and the specific mechanism still needs further study.

The analysis of nosocomial infections showed that the proportion of extremely severe pneumonia in the 9 nosocomial infection cases was higher than that in their matched cases, and this difference was not observed in nonnosocomial infections. These results suggested that the proportion of extremely severe pneumonia increased significantly when nosocomial HAdV infections occurred.

From November 1996 to January 1997, 13 cases of nosocomial HAdV type 7 infection were reported in a pediatric ward of a Japanese hospital. The source of infection was a 2-year-old boy with HAdV pneumonia, pleural effusions and meningitis. Thirteen children who had been in contact with this patient in the ward developed HAdV pneumonia, and all but one patient required oxygen inhalation because of hypoxemia, and two of these patients were ventilated with a respirator. Notably, 5 of the 13 patients were hospitalized with MPP before nosocomial infection [22]. Although researchers had not assessed the severity of pneumonia, the dependence of the children on oxygen therapy could still indicate the severity of the disease in children with nosocomial infections.

We believe that the infection of HAdV acquired in the hospital is equivalent to a “secondary strike”, which may aggravate the host immune response and increase the severity of the MPP. Hence, we suggest that pediatricians isolate HAdV-infected children, and the strict handwashing of medical staff is recommended to avoid serious complications of nosocomial infection in children with MPP.

This study still has some shortcomings. First, as a retrospective study, missing data is inevitable; for example, ECG results and arterial blood gas analysis data were not available in some children. Second, the number of cases was relatively small. A larger sample, multicenter, prospective study is needed.

Conclusions

Compared with single M. pneumoniae infection, MPP coinfection with HAdV in children has a longer duration of fever, longer hospital stay, higher proportion of dyspnea, higher proportion of oxygen therapy and more severe disease status defined by the clinical score system.

Acknowledgments

Not applicable.

Abbreviations

M. pneumoniae

Mycoplasma pneumoniae

CAP

Community-acquired pneumonia

ARDS

Acute respiratory distress syndrome

MPP

Mycoplasma pneumoniae pneumonia

HAdV

Human adenovirus

PCR

Real-time polymerase chain reaction

NCPAP

Noninvasive continuous positive airway pressure

PICU

Pediatric intensive care unit

CRP

C-reactive protein

PCT

Calcitonin

ALT

Glutamic-pyruvic transaminase

CK-MB

Creatine kinase isoenzyme

ECG

Electrocardiogram

IQR

Interquartile range

95% CI

95% confidence interval

ECMO

Extracorporeal membrane oxygenation

RMPP

Refractory Mycoplasma pneumoniae pneumonia

Authors’ contributions

JJG acquired clinical data, made contributions to the analysis and interpretation of data, and drafted the manuscript with the help of LLX and BPX. ZDX and KLS conceived and designed the study. All authors read and approved the final version of the manuscript and agree to be accountable for all aspects of the work.

Funding

This work was supported by grants from the National Major S & T Research Projects for the Control and Prevention of Major Infectious Diseases in China (2017ZX10103004–004, 2018ZX10003006–001-004, 2018ZX10305409–001-004). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.

Availability of data and materials

The datasets used and/or analysed during the current study are available from the corresponding author on reasonable request.

Ethics approval and consent to participate

This study was performed in strict accordance with the human subject protection guidance of Ministry of Science and Technology of China, and the study protocol was approved by the Ethical Review Committee of Beijing Children’s Hospital with judgment’s reference number 2015–47. Written consent was obtained from the parents or guardians of all participants before data collection.

Consent for publication

Not applicable.

Competing interests

The authors have no potential conflicts of interest.

Footnotes

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Contributor Information

Zhengde Xie, Email: xiezhengde@bch.com.cn.

Kunling Shen, Email: kunlingshen1717@163.com.

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Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

The datasets used and/or analysed during the current study are available from the corresponding author on reasonable request.


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