Clinical features and prediction of risk factors for severe adenovirus pneumonia in children
Original Article

Clinical features and prediction of risk factors for severe adenovirus pneumonia in children

Ning Wang1,2#, Yulian Fang1,2#, Hanquan Dong3#, Lu Wang1,2#, Mengzhu Hou1,2, Wei Wang1,2, Jing Ning3

1Department of Pediatric Research Institute, Tianjin Children’s Hospital/Children’s Hospital of Tianjin University, Tianjin, China; 2Tianjin Key Laboratory of Birth Defects for Prevention and Treatment, Tianjin, China; 3Department of Respiratory, Tianjin Children’s Hospital/Children’s Hospital of Tianjin University, Tianjin, China

Contributions: (I) Conception and design: Y Fang, H Dong, J Ning; (II) Administrative support: J Ning; (III) Provision of study materials or patients: H Dong, Y Fang; (IV) Collection and assembly of data: N Wang, L Wang, M Hou; (V) Data analysis and interpretation: N Wang, W Wang; (VI) Manuscript writing: All authors; (VII) Final approval of manuscript: All authors.

#These authors have contributed equally to this work as co-first authors.

Correspondence to: Jing Ning, MM. Department of Respiratory, Tianjin Children’s Hospital/Children’s Hospital of Tianjin University, No. 238 Longyan Road, Beichen District, Tianjin 300134, China. Email: tianjinnj@126.com.

Background: Adenoviral infections are most likely to invade the respiratory tract, and the clinical manifestations of the infections are varied; in severe cases, they may cause systemic multi-system damages and so on. At present, early clinical differential diagnosis is difficult under the existing testing methods, so it is important to analyze its clinical characteristics and risk factors for early identification of critical status and early and rational treatment.

Methods: The clinical data of 202 children with adenovirus pneumonia admitted to Tianjin Children’s Hospital from January 2019 to December 2021 were retrospectively analyzed. According to the evaluation criteria for severe pneumonia, they were divided into a severe group (77 cases) and a non-severe group (125 cases). The clinical characteristics, complications, and laboratory data of the 2 groups were collected for statistical analysis, and then significant factors were analyzed by receiver operating characteristic curve (ROC) and binary logistic regression.

Results: Among the 202 children with adenovirus pneumonia, there were 108 males and 94 females. The children ranged in age from 2 months to 13 years. The duration of fever, incidence of wheezing, neutrophil ratio (NEUT%), and serum ferritin (SF) levels were significantly higher in the severe group than in the non-severe group (χ2/Z/P=−9.173/<0.001, 5.469/0.019, 5.831/<0.001, −3.845/<0.001). The incidences of liver injury, electrolyte disturbance, and coagulation dysfunction in the severe group were significantly higher than those in the non-severe group (χ2/Z/P=0.001/0.001, 28.208/0.001, 32.079/0.001). Logistic regression combined with ROC curve analysis suggested that fever duration >4.50 days, with wheezing, NEUT% ≥47.60, and SF ≥139.60 ng/mL were risk factors for developing severe adenovirus pneumonia in children [odds ratio (OR) (95% CI): 1.394 (1.230–1.581), 3.673 (1.246–10.828), 1.034 (1.001–1.067), 1.004 (1.001–1.008)].

Conclusions: Studies have shown that the fever associated with severe adenovirus pneumonia has a long duration, and that severe clinical manifestations and multiple complications, fever duration >4.50 days, wheezing, NEUT% ≥47.60, and SF ≥139.60 ng/mL are risk factors for severe adenovirus pneumonia.

Keywords: Adenoviral pneumonia; children; severe pneumonia; risk factor


Submitted May 25, 2023. Accepted for publication Nov 16, 2023. Published online Jan 19, 2024.

doi: 10.21037/tp-23-312


Highlight box

Key findings

• Severe adenovirus pneumonia in children has a long duration, more serious clinical manifestations, and multiple complications, and fever duration >4.50 days, wheezing, neutrophil ratio (NEUT%) ≥47.60, serum ferritin (SF) ≥139.60 ng/mL are risk factors for severe adenovirus pneumonia.

What is known and what is new?

• Studies have shown that the high-risk factors of severe adenovirus pneumonia include premature birth, underlying diseases, long thermal duration, and significantly elevated C-reactive protein.

• This study found that wheezing, NEUT% ≥47.60, and SF ≥139.60 ng/mL were risk factors for severe adenovirus pneumonia.

What is the implication, and what should change now?

• For adenovirus pneumonia with high risk factors, early attention should be paid to prevention and reasonable treatment, so as to improve the cure rate and prognosis.


Introduction

Childhood adenovirus pneumonia accounts for about 4–10% of all childhood pneumonia cases (1-3). The disease has an abrupt onset and rapid progression, and it is not easy to distinguish it from other respiratory diseases in the early stage. It has a higher susceptibility to multiple complications, and a mortality rate of more than 50% (4-6). This study retrospectively analyzed the cases of children with adenovirus pneumonia who were hospitalized in Tianjin Children’s Hospital from January 2019 to December 2021, so as to explore the risk factors of severe adenovirus pneumonia, and provide clinical basis for early diagnosis and reasonable treatment. We present this article in accordance with the STARD reporting checklist (available at https://tp.amegroups.com/article/view/10.21037/tp-23-312/rc).


Methods

Children with adenovirus pneumonia (202 cases) admitted to Tianjin Children’s Hospital (Children’s Hospital of Tianjin University) from January 2019 to December 2021 were selected for the study, and their clinical records and laboratory examination data were collected retrospectively. The study was conducted in accordance with the Declaration of Helsinki (as revised in 2013). The study was approved by the ethics board of Tianjin Children’s Hospital (No. 2022-LXKY-013) and informed consent was obtained from the patients’ parents or legal guardians.

Diagnostic criteria for adenovirus pneumonia in children

Diagnosis was made according to the technical guidelines for prevention and control of human adenovirus (HAdV) respiratory infection and the treatment protocol for adenovirus pneumonia in children, meeting the diagnostic criteria for pneumonia and having evidence of adenovirus infection established diagnosis of adenovirus pneumonia (7,8). Adenovirus infection test: nasopharyngeal swab, sputum, and alveolar lavage fluid samples were collected and tested for adenovirus nucleic acid by real-time quantitative polymerase chain reaction (qRT-PCR), and a positive viral load of >l03 copies/mL for any of the above specimens was diagnosed as adenovirus infection.

Clinical grouping criteria

Children were divided into non-severe and severe groups according to the analysis of their condition according to the 2019 edition of the Guidelines for the Management of Community-Acquired Pneumonia in Children (9). Severe pneumonia was diagnosed when the diagnostic criteria for pneumonia were met and any of the following were present: worse general condition; signs of dehydration/refusal to eat; unconsciousness; cyanosis; rapid respiratory rate (≥70 times/min for less than 1 year old; ≥50 times/min for older than 1 year old); assisted breathing (moaning, wing flaps 3 concave sign); intermittent apnea; pulse oximetry <92%; 2/3 of the lungs’ infiltrate on 1 side, multilobed lungs, pleural effusion, pneumothorax, atelectasis, pulmonary necrosis, lung abscess, and extrapulmonary complications.

The inclusion criteria for adenovirus pneumonia patients in this paper were as follows: (I) age ≥28 days to <14 years, (II) cases diagnosed with pneumonia, (III) positive for adenovirus nucleic acid. The exclusion criteria were as follows: (I) incomplete medical history; (II) serious comorbidities not directly related to pneumonia, such as intracranial hemorrhage, multiple injuries, diseases requiring surgical intervention, and so on, in conjunction with adenovirus pneumonia.

The general conditions (gender, age), early symptoms (fever, cough, wheezing, etc.), results of the first laboratory test in the early days of admission [white blood cells (WBC), neutrophil ratio (NEUT%), C-reactive protein (CRP), etc.], and imaging tests [frontal and lateral chest films or lung computed tomography (CT)] of children with pneumonia who met the inclusion criteria were collected through the electronic medical record system of our hospital.

Statistical analysis

All statistical analyses were performed using SPSS 16.0 (IBM Corp., Armonk, NY, USA). The measurement data conforming to the normal distribution was presented by mean ± standard deviation, and the comparison between groups was made by 2-sample t-test; the measurement data that were not normally distributed were represented by median (M) and interquartile range (P25, P75), and the comparison between groups was by the Mann-Whitney U test. Enumeration data were expressed as cases (%), and the comparison between groups was performed using the χ2 test. The prediction of risk factors was investigated by binary logistic regression analysis combined with receiver operating characteristic (ROC) curve. A P value of less than 0.05 was considered statistically significant.


Results

General information

Between 2019 and 2021, the annual HAdV deoxyribonucleic acid (DNA) detection rates were 12.22% (333/2,726), 7.82% (172/2,199), and 9.69% (897/9,253), respectively, and there was no statistical significance in the HAdV DNA detection rates between different years. If distributed by season, the highest HAdV DNA detection rate was 14.78% (354/2,395) in the summer of 2021, and the lowest was 5.11% (7/137) in the spring of 2020, which was statistically significant between different seasons (P<0.001) (Figure 1). Children with adenovirus pneumonia (202 cases) were selected for the study, including 77 cases (38.11%) in the severe group and 125 cases (61.88%) in the non-severe group; 108 cases (53.47%) in males and 94 cases (46.53%) in females, with a male to female ratio of 1.15:1; the age of the children ranged from 2 months of age to 13 years (Table 1).

Figure 1 Seasonal distribution of HAdV between 2019 and 2021. HAdV, human adenovirus.

Table 1

Comparison of clinical features between the severe adenovirus pneumonia group and the non-severe adenovirus pneumonia group

Variables Severe (n=77) Non-severe (n=125) χ2/Z P value
Gender (male/female), N 41/36 67/58 0.002 0.961
Age (months) 36 (36.00, 72.00) 36 (12.00, 48.00) −2.490 0.013
Duration of fever (days) 7.00 (6.00, 9.00) 4.00 (4.00, 5.00) −9.173 <0.001
Hospital stay (days) 8.00 (5.00, 11.00) 3.00 (1.00, 5.00) −7.745 <0.001
Symptoms
   Fever 75 (97.4) 118 (94.4) 0.427 0.513
   Wheezing 19 (24.7) 15 (12) 5.469 0.019
   Rales 69 (89.6) 107 (85.6) 0.638 0.408
Complication
   Respiratory failure 2 (2.6) 0 (0) 0.144 0.144
   Liver injury 8 (10.4) 0 (0) 0.001 0.001
   Myocardial damage 4 (5.2) 2 (1.6) 0.204 0.151
   Electrolyte disturbances 16 (20.8) 0 (0) 28.208 0.001
   Abdominal pain 8 (10.4) 8 (6.4) 1.040 0.308
   Vomiting 15 (19.5) 16 (12.8) 1.637 0.201
   Diarrhea 5 (6.5) 6 (4.8) 0.038 0.845
   Coagulation disorders 18 (23.4) 0 (0) 32.079 0.001
   Toxic encephalopathy 3 (3.9) 1 (0.8) 0.156 0.156
   With two or more comorbidities 9 (11.7) 4 (3.2) 5.702 0.017

Data are presented as median (P25, P75) or number (percentage).

Adenovirus pathogenic examination

Among 202 children, 114 (56.44%) were positive for adenovirus nucleic acid in nasopharyngeal swabs, 71 (35.15%) were positive for adenovirus nucleic acid in sputum, and 24 (11.88%) were positive for adenovirus nucleic acid in alveolar lavage fluid. Regarding positivity across multiple tests, 5 children were positive for nasopharyngeal swabs and alveolar lavage fluid specimens, and 2 were positive for sputum and alveolar lavage fluid specimens.

Clinical features

193 of 202 children (95.54%) had fever, mostly continued fever or remittent fever, with fever peaks of 37.5–42.0 ℃. All children had cough, the severe group had significantly more wheezing than the non-severe group, and the difference was statistically significant (P<0.05) (Table 1).

Comorbidities

Liver injury, electrolyte disturbance, and coagulation dysfunction were significantly higher in the severe group than in the non-severe group, with statistically significant differences (P<0.05). The incidence of children with severe pneumonia combined with 2 or more co-morbidities was significantly higher than that in the non-severe disease group, and the difference was statistically significant (P<0.05) (Table 1).

Radiographic examination

Eighty-five children underwent chest X-ray examination, 51 cases (60.00%) had increased of lung markings, 28 cases (32.94%) had flaky shadow, 12 cases (14.11%) had patchy consolidation, 5 cases (5.88%) had lung consolidation, and 1 case (1.17%) had atelectasis with emphysema and pleural effusion. On Lung CT examination in 117 children, there were 3 cases (2.56%) of increased lung markings, 1 case (0.85%) of flaky shadow, 1 case (0.85%) of patchy consolidation, 94 cases (80.34%) of lung consolidation, 13 cases (11.11%) of pleural effusion, and 19 cases (16.24%) of pulmonary atelectasis.

Laboratory tests

Platelet count (PLT), alanine aminotransferase (ALT), aspartate aminotransferase (AST), lactate dehydrogenase (LDH), creatine kinase (CK), creatine kinase MB isoenzyme (CK-MB), blood lactate (LA), procalcitonin (PCT), immunoglobin E (IgE), complement C3 (C3), and complement C4 (C4) were not statistically significant in the 2 groups of children, but WBC, NEUT%, CRP, interleukin-6 (IL-6), serum ferritin (SF), erythrocyte sedimentation rate (ESR), immunoglobin G (IgG), immunoglobin A (IgA), and immunoglobin M (IgM) were higher in the severe disease group than in the non-severe disease group, and the differences were statistically significant (P<0.05) (Table 2).

Table 2

Comparison of peripheral blood tests between the severe adenovirus pneumonia group and the non-severe adenovirus pneumonia group

Laboratory index Severe (n=77) Non-severe (n=125) χ2/Z P value
WBC (×109/L) 8.97 (6.74, 12.80) 7.09 (5.47, 9.77) −3.280 0.001
NEUT% 57.99±17.15 43.64±16.81 5.831 <0.001
PLT (×109/L) 333.00 (239.00, 426.00) 300.00 (238.00, 353.50) −1.885 0.059
ALT (IU/L) 14.00 (10.00, 21.00) 13.00 (10.00, 17.00) −0.883 0.377
AST (IU/L) 35.00 (26.50, 44.00) 33.00 (28.00, 41.00) −0.167 0.867
LDH (IU/L) 383.00 (306.50, 493.50) 363.00 (304.00, 422.50) −1.406 0.160
CK (U/L) 88.00 (58.00, 128.00) 93.00 (64.00, 137.50) −1.252 0.211
CK-MB (U/L) 4.00 (4.00, 8.00) 4.00 (4.00, 10.00) −0.645 0.519
LA (U/L) 2.79 (2.17, 3.31) 2.73 (2.24, 3.48) −0.120 0.904
CRP (mg/L) 21.80 (7.00, 77.35) 11.07 (3.33, 27.4) −2.941 0.003
PCT (ng/mL) 0.15 (0.08, 0.78) 0.15 (0.06, 0.40) −1.846 0.065
IL-6 (pg/mL) 33.25 (10.79, 67.95) 18.73 (8.48, 42.16) −2.969 0.003
SF (ng/mL) 168.20 (101.25, 271.50) 114.60 (77.73, 167.85) −3.845 <0.001
ESR (mm/h) 35.00 (17.50, 47.00) 23.00 (15.00, 39.50) −2.191 0.028
IgG (g/L) 8.53±2.65 7.36±2.27 3.325 0.001
IgA (g/L) 0.95 (0.55, 1.46) 0.73 (0.35, 1.18) −2.594 0.009
IgM (g/L) 1.18 (0.82, 1.78) 1.07 (0.76, 1.35) −2.439 0.015
IgE (IU/mL) 74.71 (43.99, 324.80) 76.79 (33.94, 145.55) −1.294 0.196
C3 (g/L) 1.25±0.24 1.22±0.21 1.117 0.265
C4 (g/L) 0.33 (0.24, 0.38) 0.32 (0.27, 0.39) −0.185 0.853

Data are presented as median (P25, P75) or mean ± SD. WBC, white blood cells; NEUT%, neutrophil ratio; PLT, platelet count; ALT, alanine aminotransferase; AST, aspartate aminotransferase; LDH, lactate dehydrogenase; CK-MB, creatine kinase MB isoenzyme; LA, blood lactate; CRP, C-reactive protein; PCT, procalcitonin; IL-6, interleukin-6; SF, serum ferritin; ESR, erythrocyte sedimentation rate; IgG, Immunoglobin G; IgA, Immunoglobin A; IgM Immunoglobin M; IgE, Immunoglobin E; C3, Complement C3; C4, Complement C4; SD, standard deviation.

Risk factors for severe adenovirus pneumonia

Logistic regression analysis combined with ROC curve showed that fever >4.50 days, wheezing, NEUT% ≥47.60, and SF ≥139.60 ng/mL were risk factors for severe adenovirus pneumonia in children (P<0.05), and the area under the curve (AUC) from high to low was as follows: fever duration, NEUT%, SF. The specificity and sensitivity of fever duration and NEUT% were greater than 0.70 (Figure 2, Tables 3,4).

Figure 2 ROC curve analysis showing the power of risk factors in predicting the severity of adenovirus respiratory infection. ROC, receiver operating characteristic; NEUT%, neutrophil ratio; SF, serum ferritin.

Table 3

Binary logistic regression analysis of severe adenovirus pneumonia

Variables B SE Wald P OR 95% CI
Wheezing 1.301 0.552 5.562 0.018 3.673 1.246–10.828
Duration of fever 0.333 0.064 26.953 0.000 1.394 1.230–1.581
NEUT% 0.033 0.016 4.205 0.040 1.034 1.001–1.067
SF 0.004 0.002 5.840 0.016 1.004 1.001–1.008

SE, standard error; OR, odds ratio; 95% CI, 95% confidence interval; NEUT%, neutrophil ratio; SF, serum ferritin.

Table 4

ROC curve analysis for risk factors of severe adenovirus respiratory infection

Variables Cut-off Sensitivity Specificity AUC (95% CI) P value
Duration of fever 4.50 days 0.792 0.728 0.823 (0.762–0.884) <0.001
NEUT% 47.60 0.701 0.704 0.728 (0.655–0.801) <0.001
SF 139.60 ng/mL 0.662 0.632 0.661 (0.580–0.742) <0.001

ROC, receiver operating characteristic; AUC, area under the curve; NEUT%, neutrophil ratio; SF, serum ferritin; CI, confidence interval.


Discussion

Adenovirus pneumonia is the most common respiratory severe pneumonia in children (10). At the same time, HAdV infection is also an important factor leading to death caused by and poor prognosis of severe pneumonia in children (11). About 14–60% of adenovirus pneumonia will incur different degrees of sequelae (12). This study shows that children with adenovirus infection fever duration greater than 4.50 days, accompanied by wheezing symptoms, and NEUT% ≥47.60, SF ≥139.60 ng/mL should be vigilant about the trend of critical severity. So far, there is no specific drug treatment for severe HAdV pneumonia (13,14). Therefore, only early identification and diagnosis can enable early intervention and comprehensive treatment to improve prognosis.

The prevalence of male to female was 1.15:1, and the difference was not statistically significant. There was no significant difference in prevalence between men and women, which was consistent with the results of recent studies (1,2,15). However, it has also been reported that boys are comparatively more susceptible to adenovirus (16). Therefore, whether there is a gender difference in adenovirus infection needs to be further studied with large samples. Humans are generally susceptible to HAdV, and adenovirus pneumonia occurs most often in children between 6 months and 5 years of age (15,17). In this study, children under 5 years old accounted for 84.20%, which was consistent with local Chinese and international reports (1,15). However, there were a total of 20 cases (26.0%) in the severe disease group >5 years of age ,which was significantly higher than the 12 cases (9.6%) in the non-severe disease group, suggesting that children above 5 years of age are at high risk of developing critical illness from adenovirus pneumonia, so children of preschool and school age should be alerted to their tendency to become critically ill, which is not consistent with the study by Huang et al. (18). However, the age distribution of high risk for severe adenoviral pneumonia needs to be further investigated in a large sample and multicenter study due to the sample size and age limit of this study.

The incubation period of HAdV infection is on average 3–8 days and the infection is mainly transmitted by contact, droplets, feces, and oral cavity. Patients tend to develop a high fever above 39 ℃ within 1–2 days of onset, usually accompanied by coughing and wheezing, and the duration of symptoms varies with the disease (9,15). All children included in this study had cough symptoms from the onset of the disease and 193 cases (95.5%) had fever, mostly indolent or flaccid. The fever duration was significantly longer in the severe group than in the non-severe group, and dichotomous logistic regression analysis suggested that fever duration >4.5 days was a high-risk factor for severe disease and a valid predictor of whether adenovirus pneumonia was heading toward severe disease. Previous literature (15) has suggested that the duration of fever (≥7 days) was an independent risk factor for severe adenoviral pneumonia, and the present study advanced the warning range of fever duration further to provide some reference for early clinical assessment of the extent of the disease and prognosis.

HAdV infection and inflammatory mediators can cause bronchial and fine bronchial mucosa edema, congestion, and shedding of necrotic material, and so on. In this study, 19 cases (24.76%) of severe patients had continuous wheezing, and the difference was statistically significant. It is suggested that wheezing is a risk factor for severe adenovirus pneumonia; especially, continuous wheezing may suggest poor prognosis. In addition to causing pulmonary infection, HAdV can manifest as viremia and then systemic lesions in the early stages of infection, leading to extrapulmonary damage and dysfunction of the central nervous system, circulatory system, and hematological system. A study (19) reported a global outbreak of childhood adenoviral hepatitis in the coronavirus disease 2019 (COVID-19) pandemic, which may be related to the lack of exposure to adenoviruses and other common childhood viral diseases during the COVID-19 pandemic, which resulted in these viruses providing some immune protection to children during their frequent/mild illnesses, although the exact cause still needs to be explored. In this study, the occurrence of liver injury, electrolyte disorders, coagulation dysfunction, and the combination of 2 or more complications was significantly higher in the severe group than in the non-severe group, and the difference was statistically significant (P<0.05). It is suggested that extensive lesions and multiple organ damage are important factors in triggering critical illness and have decisive significance for disease regression.

The inconsistency between the late appearance of pulmonary rales and the earlier appearance of imaging changes in pulmonary signs in children with adenoviral pneumonia makes imaging particularly important for the diagnosis and determination of severe adenoviral pneumonia. The current imaging methods for adenoviral pneumonia are mainly X-ray and CT examinations. In this study, X-ray examination revealed that 51 cases (67.10%) of pulmonary texture thickening occurred in the non-severe disease group, which was significantly higher than the 0 cases in the severe disease group, and the difference was statistically significant. Chest CT examination revealed that the occurrence of pulmonary solidity, pleural effusion, and pulmonary atelectasis were significantly higher in the severe group with 66 cases (97.1%), 12 cases (17.6%), and 17 cases (25%) than in the non-severe group in 28 cases (57.1%), 1 case (20.4%), and 2 cases (40.8%), respectively, and the differences were statistically significant. It is suggested that X-ray is more suitable for the initial diagnosis and screening of adenovirus pneumonia in children; CT examination is recommended in severe cases, combined complications or when the images are inconsistent with clinical manifestations (20), and is an important examination tool for the diagnosis, disease assessment, and prognosis of severe adenovirus pneumonia and complications in children.

In this paper, the laboratory indicators of children with adenovirus pneumonia were analyzed, and it was found that the levels of biochemical indicators such as WBC, NEUT%, CRP, IL-6, SF, ESR, IgG, IgA, and IgM in the severe group were significantly higher than those in the non-severe group, suggesting that severe adenovirus pneumonia causes the body’s immune response to produce a large number of cytokines and inflammatory mediators. Further analysis found that NEUT% ≥47.60 and SF ≥139.60 ng/mL were independent risk factors. For children with adenovirus pneumonia with persistent fever and wheezing, laboratory tests suggest that severe adenovirus pneumonia should be considered when NEUT%, SF, and other indicators are significantly increased, and adequate attention should be paid and active treatment should be given to improve the prognosis.

This study found that fever duration >4.50 days, wheezing, NEUT% ≥47.60, and SF ≥139.60 ng/mL were risk factors for severe adenovirus pneumonia. A study (16) found that longer severe adenoviral pneumonia was more likely to develop with a fever course, co-infection, pleural effusion, decreased hemoglobin concentration, and increased procalcitonin and lactate dehydrogenase concentrations. Wu et al. (21) asserted that high serum LDH level and low lymphocyte count could be used as predictors for the severity of adenovirus respiratory infection in children. Reports (15) have stated that duration of fever (≥7 days) and high IgE are independent risk factors for severe adenovirus pneumonia. A study (22) also showed that the high risk factors of severe adenovirus pneumonia include premature birth, underlying diseases, prolonged febrile duration, and significantly elevated CRP. The different risk factors in different studies may be related to the population and grouping of the included cases.

This paper has some limitations. First, it is a single-center study with limited sample size. Second, serotype analysis of adenovirus was not performed, and the relationship between adenovirus type and clinical disease could not be further elaborated. Third, the participants were hospitalized patients, and the selection of cases may have caused admission bias.


Conclusions

Severe adenoviral pneumonia is prone to severe clinical manifestations and multiple extrapulmonary complications, and children of preschool and school age should be alerted to its tendency to become critically ill. Indicators such as duration of fever >4.50 days, with wheezing, NEUT% ≥47.60, and SF ≥139.60 ng/mL to predict severe adenovirus pneumonia in children have good differentiation and accuracy. For children with adenovirus pneumonia with the above characteristics, clinical management should be strengthened, and rational treatment should be provided to prevent and control the inflammatory storm caused by adenovirus, improve the cure rate, and actively improve the prognosis. In addition, multicenter and large-sample experiments need to be conducted to confirm our findings.


Acknowledgments

We are very grateful to the parents and participants who participated in this study.

Funding: This study was funded by Tianjin Science and Technology Plan Project (grant number 21JCYBJC00430), Tianjin Key Medical Discipline (Specialty) Construction Project (grant number TJYXZDXK-040A), the Public Health and Technology Project of Tianjin (grant number TJWJ2021QN049 and TJWJ2021QN050), and the Scientific Research Project of Tianjin Education Commission (grant number 2022YGYB16).


Footnote

Reporting Checklist: The authors have completed the STARD reporting checklist. Available at https://tp.amegroups.com/article/view/10.21037/tp-23-312/rc

Data Sharing Statement: Available at https://tp.amegroups.com/article/view/10.21037/tp-23-312/dss

Peer Review File: Available at https://tp.amegroups.com/article/view/10.21037/tp-23-312/prf

Conflicts of Interest: All authors have completed the ICMJE uniform disclosure form (available at https://tp.amegroups.com/article/view/10.21037/tp-23-312/coif). The authors have no conflicts of interest to declare.

Ethical Statement: The authors are accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved. The study was conducted in accordance with the Declaration of Helsinki (as revised in 2013). The study was approved by the ethics board of Tianjin Children’s Hospital (No. 2022-LXKY-013) and informed consent was obtained from the patients’ parents or legal guardians.

Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0/.


References

  1. Yu X, Ma Y, Gao Y, et al. Epidemiology of Adenovirus Pneumonia and Risk Factors for Bronchiolitis Obliterans in Children During an Outbreak in Jilin, China. Front Pediatr 2021;9:722885. [Crossref] [PubMed]
  2. Zou L, Yi L, Yu J, et al. Adenovirus infection in children hospitalized with pneumonia in Guangzhou, China. Influenza Other Respir Viruses 2021;15:27-33. [Crossref] [PubMed]
  3. Zhu Y, Xu B, Li C, et al. A Multicenter Study of Viral Aetiology of Community-Acquired Pneumonia in Hospitalized Children in Chinese Mainland. Virol Sin 2021;36:1543-53. [Crossref] [PubMed]
  4. Xu N, Chen P, Wang Y. Evaluation of Risk Factors for Exacerbations in Children with Adenoviral Pneumonia. Biomed Res Int 2020;2020:4878635. [Crossref] [PubMed]
  5. Fu Y, Tang Z, Ye Z, et al. Human adenovirus type 7 infection causes a more severe disease than type 3. BMC Infect Dis 2019;19:36. [Crossref] [PubMed]
  6. Radke JR, Cook JL. Human adenovirus infections: update and consideration of mechanisms of viral persistence. Curr Opin Infect Dis 2018;31:251-6. [Crossref] [PubMed]
  7. National Health Commission of the People's Republic of China, State Administration of Traditional Chinese Medicine. Guideline for diagnosis and treatment of adenovirus pneumonia in children (2019 version). Chinese Journal of Clinical Infectious Diseases 2019;12:161-6.
  8. Expert Writing Group of Technical Guidelines for Prevention and Control of Human Adenovirus Respiratory Infection. Technical guidelines for prevention and control of human adenovirus respiratory infection (2019 edition). Chinese Journal of Preventive Medicine 2019;53:1088-93. [Crossref] [PubMed]
  9. National Health Commission of the People's Republic of China, State Administration of Traditional Chinese Medicine. Guideline for diagnosis and treatment of community-acquired pneumonia in Children (2019 version). Chinese Journal of Clinical Infectious Diseases 2019;12:6-13.
  10. Lu MP, Ma LY, Zheng Q, et al. Clinical characteristics of adenovirus associated lower respiratory tract infection in children. World J Pediatr 2013;9:346-9. [Crossref] [PubMed]
  11. Shieh WJ. Human adenovirus infections in pediatric population - An update on clinico-pathologic correlation. Biomed J 2022;45:38-49. [Crossref] [PubMed]
  12. Park JW, Lee KJ, Lee KH, et al. Hospital Outbreaks of Middle East Respiratory Syndrome, Daejeon, South Korea, 2015. Emerg Infect Dis 2017;23:898-905. [Crossref] [PubMed]
  13. Lynch JP 3rd, Kajon AE. Adenovirus: Epidemiology, Global Spread of Novel Serotypes, and Advances in Treatment and Prevention. Semin Respir Crit Care Med 2016;37:586-602. [Crossref] [PubMed]
  14. Gu J, Su QQ, Zuo TT, et al. Adenovirus diseases: a systematic review and meta-analysis of 228 case reports. Infection 2021;49:1-13. [Crossref] [PubMed]
  15. Zhong H, Dong X. Analysis of Clinical Characteristics and Risk Factors of Severe Adenovirus Pneumonia in Children. Front Pediatr 2021;9:566797. [Crossref] [PubMed]
  16. Lou Q, Zhang SX, Yuan L. Clinical analysis of adenovirus pneumonia with pulmonary consolidation and atelectasis in children. J Int Med Res 2021;49:300060521990244. [Crossref] [PubMed]
  17. Li M, Han XH, Liu LY, et al. Epidemiological characteristics, clinical characteristics, and prognostic factors of children with atopy hospitalised with adenovirus pneumonia. BMC Infect Dis 2021;21:1051. [Crossref] [PubMed]
  18. Huang H, Chen Y, Ma LY, et al. Analysis of the clinical features and the risk factors of severe adenovirus pneumonia in children. Zhonghua Er Ke Za Zhi 2021;59:14-9. [Crossref] [PubMed]
  19. Gutierrez Sanchez LH, Shiau H, Baker JM, et al. A Case Series of Children with Acute Hepatitis and Human Adenovirus Infection. N Engl J Med 2022;387:620-30. [Crossref] [PubMed]
  20. Wang Y, Peng Y. Imaging features of adenovirus pneumonia in children. Chinese Pediatric Emergency Medicine 2019;26:725-8.
  21. Wu PQ, Zeng SQ, Yin GQ, et al. Clinical manifestations and risk factors of adenovirus respiratory infection in hospitalized children in Guangzhou, China during the 2011-2014 period. Medicine (Baltimore) 2020;99:e18584. [Crossref] [PubMed]
  22. Gu Y, Huang RW, Wang M, et al. Epidemiological characteristics of adenovirus infection in hospitalized children with acute respiratory tract infection in Kunming during 2019. Zhonghua Er Ke Za Zhi 2021;59:772-6. [Crossref] [PubMed]

(English Language Editor: J. Jones)

Cite this article as: Wang N, Fang Y, Dong H, Wang L, Hou M, Wang W, Ning J. Clinical features and prediction of risk factors for severe adenovirus pneumonia in children. Transl Pediatr 2024;13(1):63-71. doi: 10.21037/tp-23-312

Download Citation