Abstract
Bronchiectasis is a common comorbidity in chronic obstructive pulmonary disease (COPD). There are limited data regarding the incidence of bronchiectasis in COPD. The purpose of the study was to use a nationwide database to evaluate the incidence of bronchiectasis in COPD in Taiwan. We used a cohort of 2,000,000 individuals followed from 2005 to 2018. Patients with COPD diagnosed between January 1, 2011, and December 31, 2017, were selected, and those with bronchiectasis before COPD were excluded. In total, 134,366 patients with COPD were enrolled, and propensity score matching was used to ensure homogeneity of baseline characteristics between the COPD and non-COPD groups. The incidence rate of bronchiectasis was higher in the COPD group than in the non-COPD group (87.83 vs 69.80 per 10,000 person-years). The adjusted hazard ratio (1.9; 95% confidence interval 1.75–2.05; P < 0.001) of bronchiectasis indicated that the risk of bronchiectasis was 1.9 times higher for patients with COPD than for patients without COPD. In the COPD group, the age-stratified incidence rates of bronchiectasis increased with age (55.01, 80.92, 101.52, and 105.23 for 40–49, 50–59, 60–69, and over 70 years, respectively). The incidence of bronchiectasis was higher in patients with COPD than in the general population, the risk of bronchiectasis increased with age in COPD, and post-tuberculosis status was an important risk factor for bronchiectasis.
1 Introduction
Chronic obstructive pulmonary disease (COPD) is a chronic and systemic inflammatory disease [1]. It is characterized by airflow obstruction that is not fully reversible, and slow disease progression leads to major morbidity and mortality worldwide [2]. Patients with COPD had multiple comorbidities. Bronchiectasis is one of the common comorbidities in COPD [3]. Bronchiectasis was also common in patients with COPD and may be a specific phenotype in COPD. Bronchiectasis was associated with emphysema and increased airflow obstruction, severity of COPD, and mortality [4]. Bronchiectasis was commonly detected and associated with disease severity in patients with COPD–obstructive sleep apnea overlap syndrome. Bronchiectasis was related to more severe hypoxemia and increased systemic inflammation [5]. A systematic review and meta-analysis showed that bronchiectasis was associated with acute exacerbation, airflow obstruction, presence of potential pathogenic bacteria, and mortality in patients with COPD [6]. Authors found some factors associated with bronchiectasis in patients with COPD, which included severe airflow obstruction, presence of potential pathogenic bacteria from sputum, and hospitalizations for exacerbations in the previous year [7].
Previous studies demonstrated the impact of bronchiectasis on COPD in multiple directions and suggested that bronchiectasis was one of the pathological phenotypes in COPD and may predict prognosis [8]. Bronchiectasis is irreversible airway dilatation diagnosed on imaging [9] and a clinical presentation of cough, phlegm, and recurrent airway infection. The clinical presentation of bronchiectasis inevitably overlaps with that of COPD, and clinical states of bronchiectasis–COPD overlap syndrome (BCOS) are observed [10]. One study enrolled 133 patients with COPD at one hospital to determine the incidence, clinical characteristics, and related factors of bronchiectasis in COPD [11].
There are no nationwide data regarding the incidence of bronchiectasis in COPD. The aim of our study was to use a nationwide database to evaluate the incidence of bronchiectasis in COPD in Taiwan.
2 Methods
2.1 Data sources
The Ministry of Health and Welfare in Taiwan has established a nationwide-coverage health care plan called the National Health Insurance (NHI) program, which includes 97% of healthcare providers and covers approximately 99% of the 23 million people living in Taiwan. The NHI Research Database (NHIRD) is a collection of health information for academic research that was initiated by the Data Science Center of the Ministry of Health and Welfare to improve the quality of public health decision-making and to enhance well-being. The NHIRD is one of the largest scale administrative health care databases worldwide. It contains all the inpatient and outpatient registration and claim data of the NHI program. The database includes patients’ demographic characteristics, disease-diagnostic and surgery-operation codes (based on the International Classification of Diseases, Ninth Revision, Clinical Modification [ICD-9-CM]), prescription data, and medical expenditures. In this study, we used a longitudinal dataset from the NHIRD containing a cohort of 2,000,000 randomly selected enrollees followed retrospectively from 2005 to 2018. All research data were processed and computed at the Data Science Center with strictly regulated data deidentification. The personal information in the dataset was deidentified, and no statistically significant differences in age, sex, and health care cost distributions were present among the selected subjects.
2.2 Patients
The COPD subjects were patients diagnosed with ICD-9-CM codes 490-492 and 496 between January 1, 2011, and December 31, 2017. To ensure that the patients were COPD patients, the subjects were required to have at least three outpatient visits or one inpatient admission with a main diagnosis of COPD in the NHIRD records. The earliest date of the third visit or inpatient admission was designated as the index date to investigate the risk of bronchiectasis. In total, 134,366 patients with COPD qualified preliminarily before exclusion filtering (Figure 1). The exclusion criteria were age less than 40 years, asthma, bronchiectasis before the index date, or incomplete records.

Flowchart of subject enrollment.
2.3 Propensity score matching
The control group consisted of subjects randomly selected from among hospitalized patients without COPD diagnosis in the database. To eliminate baseline differences between COPD and non-COPD patients, matched controls were used by applying propensity score matching. The propensity score was estimated from a probability function based on a multivariable logistic regression model to ensure the homogeneity of baseline characteristics and reduce selection bias related to covariates between the COPD and non-COPD groups [12]. Covariates included age, sex, diabetes mellitus, hyperlipidemia, hypertension, cerebrovascular diseases, end-stage renal disease, chronic liver disease, hepatitis B, hepatitis C, and tuberculosis. The control subjects were matched and selected with a propensity score of ±0.05 standard deviation (SD) at a 1:1 ratio. During one-on-one matching process, non-COPD patients having bronchiectasis before the index date of matched one were excluded.
2.4 Outcomes and comorbidities
To estimate the risk of bronchiectasis, the patients were followed until bronchiectasis occurred (ICD-9-CM code 494), death, withdrawal from the NHI, or the end of 2017. Comorbidities including diabetes mellitus (ICD-9-CM code 250), hyperlipidemia (ICD-9-CM code 272), hypertension (ICD-9-CM code 401–405), cerebrovascular disease (ICD-9-CM code 430–438), end-stage renal disease (ICD-9-CM code 585), chronic liver disease (including cirrhosis, ICD-9-CM code 571.5, and 571.6), hepatitis B (ICD-9-CM code V02.61, 070.20, 070.22, 070.30, and 070.32), hepatitis C (ICD-9-CM code V02.62, 070.41, 070.44, 070.51, and 070.54), other chronic hepatitis (ICD-9-CM code 571.40, 571.41, 571.49, 571.8, and 571.9), and tuberculosis (ICD-9-CM codes 010, 011, 012, 013, 014, 015, 016, 017, and 018) were identified from the outpatient and inpatient records 1 year before the index day.
2.5 Statistical analysis
Demographic and comorbidity variables for patients with and without COPD are expressed as frequencies (percentages) or mean values (±SDs) and were compared using chi-square tests and Student’s t tests. The demographic characteristics included sex and age (stratification into 40–49, 50–59, 60–69, and over 70 years). Cumulative incidence curves for bronchiectasis were plotted using the Kaplan–Meier method, and the differences in curves between the with and without COPD groups were tested by a log-rank test. The incidence rate of bronchiectasis was estimated using the total number of bronchiectasis events divided by the total follow-up period (per 10,000 person-years). A Cox proportional hazards model was used to measure the main effect of comorbidities for patients with COPD at the time of bronchiectasis occurrence. Hazard ratios (HRs) and their 95% confidence intervals (CIs) were estimated by Cox regression. Variables with significant values in the univariable model were further examined in the Cox regression model. All statistical tests were two-sided, and a P-value of 0.05 was considered significant. The statistical analyses were performed with SPSS (version 15; SPSS, Inc., Chicago, IL, USA).
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Ethics statement: This study was reviewed by the Institutional Review Board (IRB) of the Chi Mei Medical Center, Taiwan (IRB no. 10906-E01). Informed consent was waived by the approving IRB. All personal-related information was deidentified in the dataset, with anonymity strictly maintained by the Data Science Center, Ministry of Health and Welfare.
3 Results
3.1 Patient characteristics
A total of 39,625 eligible patients with COPD were identified in the study group (Figure 1). Propensity scores were calculated for covariates associated with bronchiectasis for all patients. After propensity score matching, the control group (non-COPD) comprised 39,625 comparable patients. The study group had 1,704 (4.3%) patients with bronchiectasis, and the control group had 933 (2.4%) patients (Table 1). The comparisons of basic characteristics between the two groups (COPD vs non-COPD) are shown in Table 1. The variables such as age, sex, and comorbidities were evenly distributed between the two groups, thereby increasing between-group comparability.
Demographic characteristics and comorbidities of patients with and without COPD
Variables | COPD (n = 39,625) | Without-COPD (n = 39,625) | Standardized mean difference |
---|---|---|---|
Age (%) | |||
40–49 | 4,518 (11.4) | 3,737 (9.4) | |
50–59 | 6,618 (16.7) | 6,831 (17.2) | |
60–69 | 8,129 (20.5) | 8,681 (21.9) | |
≥70 | 20,360 (51.4) | 20,376 (51.4) | |
Mean (±SD) | 68.44 (12.76) | 68.44 (12.75) | 0.001 |
Gender (%) | |||
Male | 24,954 (63) | 24,970 (63) | 0.001 |
Female | 14,671 (37) | 14,655 (37) | |
Comorbidities (%) | |||
Diabetes mellitus | 13,827 (34.9) | 13,791 (34.8) | 0.002 |
Hypertension | 27,008 (68.2) | 27,077 (68.3) | 0.004 |
Other chronic hepatitis | 1,287 (3.2) | 1,245 (3.1) | 0.006 |
Hyperlipidemia | 15,536 (39.2) | 15,552 (39.2) | 0.001 |
Cerebrovascular disease | 3,542 (8.9) | 3,521 (8.9) | 0.002 |
End-stage renal disease | 5,063 (12.8) | 5,014 (12.7) | 0.004 |
Hepatitis B | 2,136 (5.4) | 2,124 (5.4) | 0.001 |
Hepatitis C | 1,592 (4) | 1,572 (4) | 0.003 |
Tuberculosis | 59 (0.1) | 38 (0.1) | 0.015 |
Outcomes (%) | |||
Bronchiectasis | 1,704 (4.3) | 933 (2.4) |
3.2 Incidence of bronchiectasis
In Table 2, the overall incidence rate of bronchiectasis was higher in the COPD group than in the non-COPD group (87.83 vs 69.80 per 10,000 person-years). The adjusted hazard ratio (aHR 1.9; 95% CI 1.75–2.05; P < 0.001) of bronchiectasis indicated that the risk of bronchiectasis was 1.9 times higher for patients with COPD than for the non-COPD group. This relationship was further characterized by examining the association between age, sex, and comorbidities. In the COPD group, the age-stratified incidence rates of bronchiectasis increased with age (55.01, 80.92, 101.52, and 105.23 for 40–49, 50–59, 60–69, and over 70 years, respectively). These incidence rates of bronchiectasis also increased with age in the non-COPD group. In the Cox regression analysis, age, sex, and comorbidities were associated with higher risks of bronchiectasis in the COPD group than in the non-COPD group (Table 2). For example, for patients with hepatitis B, the aHR of bronchiectasis in the COPD group was 2.30 (95% CI 1.62–3.25; P < 0.001) times that of the non-COPD group.
Incidence of bronchiectasis in patients with and without COPD
Characteristics | COPD (N = 39,625) | Non-COPD (N = 39,625) | aHR (95% CI) | P-value | ||||
---|---|---|---|---|---|---|---|---|
Event | TFP(PY) | IR | Event | TFP(PY) | IR | |||
Bronchiectasis | 1,704 | 194,014 | 87.83 | 933 | 133,660 | 69.80 | 1.90 (1.75–2.05) | <0.001 |
Age | ||||||||
40–49 | 113 | 20,542 | 55.01 | 20 | 20,128 | 9.94 | 4.75 (2.95–7.64) | <0.001 |
50–59 | 240 | 29,658 | 80.92 | 58 | 39,031 | 14.86 | 4.46 (3.35–5.94) | <0.001 |
60–69 | 369 | 36,348 | 101.52 | 151 | 49,733 | 30.36 | 2.72 (2.25–3.29) | <0.001 |
70 and above | 982 | 93,324 | 105.23 | 704 | 117,595 | 59.87 | 1.45 (1.32–1.6) | <0.001 |
Gender | ||||||||
Male | 1,074 | 113,894 | 94.30 | 611 | 142,384 | 42.91 | 1.83 (1.65–2.02) | <0.001 |
Female | 630 | 65,978 | 95.49 | 322 | 84,104 | 38.29 | 2.02 (1.77–2.31) | <0.001 |
Diabetes mellitus | ||||||||
Yes | 589 | 62,961 | 93.55 | 321 | 80,788 | 39.73 | 1.91 (1.67–2.19) | <0.001 |
No | 1,115 | 116,911 | 95.37 | 612 | 145,699 | 42.00 | 1.89 (1.71–2.08) | |
Hypertension | ||||||||
Yes | 1,140 | 123,548 | 92.27 | 709 | 157,746 | 44.95 | 1.68 (1.53–1.84) | <0.001 |
No | 564 | 56,324 | 100.14 | 224 | 68,742 | 32.59 | 2.58 (2.21–3.01) | <0.001 |
Other chronic hepatitis | ||||||||
Yes | 63 | 5848.04 | 107.73 | 33 | 7,272 | 45.38 | 1.93 (1.27–2.95) | 0.002 |
No | 1,641 | 174,024 | 94.30 | 900 | 219,216 | 41.06 | 1.89 (1.75–2.05) | <0.001 |
Hyperlipidemia | ||||||||
Yes | 628 | 69,722 | 90.07 | 317 | 91,020 | 34.83 | 2.08 (1.12–2.38) | <0.001 |
No | 1,076 | 110,150 | 97.68 | 616 | 135,468 | 45.47 | 1.8 (1.63–1.99) | <0.001 |
Cerebrovascular disease | ||||||||
Yes | 156 | 15,930 | 97.93 | 109 | 20,393 | 53.45 | 1.47 (1.15–1.88) | 0.002 |
No | 1,548 | 163,943 | 94.42 | 824 | 206,095 | 39.98 | 1.95 (1.79–2.12) | <0.001 |
End-stage renal disease | ||||||||
Yes | 209 | 23,203 | 90.07 | 130 | 29,431 | 44.17 | 1.67 (1.34–2.08) | <0.001 |
No | 1,495 | 156,669 | 95.42 | 803 | 197,057 | 40.75 | 1.93 (1.77–2.1) | <0.001 |
Hepatitis B | ||||||||
Yes | 101 | 9,565 | 105.6 | 46 | 12,343 | 37.27 | 2.30 (1.62–3.25) | < 0.001 |
No | 1,603 | 170,308 | 94.12 | 887 | 214,145 | 41.42 | 1.88 (1.73–2.04) | < 0.001 |
Hepatitis C | ||||||||
Yes | 76 | 7,174 | 105.94 | 43 | 9,172 | 46.88 | 1.83 (1.26–2.66) | 0.001 |
No | 1,628 | 172,699 | 94.27 | 890 | 217,316 | 40.95 | 1.9 (1.75–2.06) | <0.001 |
Tuberculosis | ||||||||
Yes | 7 | 243 | 288.05 | 10 | 173 | 578.03 | 0.42 (0.16–1.1) | 0.077 |
No | 1,697 | 179,629 | 94.47 | 923 | 226,315 | 40.78 | 1.91 (1.76–2.07) | <0.001 |
Abbreviations: COPD, chronic obstructive pulmonary disease; TFP, total follow-up period; PY, per 10,000 person-years; IR, incident rate per 10,000 person-years; aHR, adjusted hazard ratio; CI, confidence interval. Risk factors with P-value < 0.05 (age and sex) in the univariate analysis were used as adjusted covariates in the multivariate Cox regression.
3.3 Comorbidities and bronchiectasis
The association between comorbidities and bronchiectasis occurring in patients with COPD was further investigated (Table 3). The baseline group included patients with COPD with no comorbidities for comparison to those with various comorbidities. Significantly increased risks of bronchiectasis were found for patients with only tuberculosis (aHR 6.32; P < 0.001). Patients with COPD with exactly one, two, or three comorbidities were found to have significant risks of bronchiectasis (aHR 1.23, 1.20 and 1.18; P < 0.001) when compared to those with no comorbidity.
Impact of comorbidities on bronchiectasis among patients with COPD
Comorbidity | Number | Event | aHR (95% CI) | P-value |
---|---|---|---|---|
No comorbidity | 5,996 (15.1) | 235 (3.9) | — | — |
Diabetes mellitus only | 700 (1.8) | 39 (5.6) | 1.26 (0.92–1.71) | 0.15 |
Hypertension only | 6,520 (16.5) | 282 (4.3) | 1.30 (1.13–1.495) | <0.001 |
Other chronic hepatitis only | 49 (0.1) | 3 (6.1) | 0.96 (0.31–2.99) | 0.94 |
Hyperlipidemia only | 1,368 (3.5) | 66 (4.8) | 1.15 (0.91–1.45) | 0.25 |
Cerebrovascular disease only | 199 (0.5) | 10 (5) | 1.53 (0.94–2.49) | 0.09 |
End-stage renal disease only | 206 (0.5) | 7 (3.4) | 0.77 (0.4–1.49) | 0.43 |
Hepatitis B only | 199 (0.5) | 11 (5.5) | 1.3 (0.76–2.21) | 0.34 |
Hepatitis C only | 75 (0.2) | 3 (0.04) | 1.21 (0.5–2.9) | 0.67 |
Tuberculosis only | 12 (0.03) | 3 (0.25) | 6.32 (2.03–19.69) | 0.001 |
≥1 comorbidity | 32,989 (83.3) | 1,436 (4.4) | 1.23 (1.1–1.38) | <0.001 |
≥2 comorbidities | 22,660 (57.2) | 950 (4.2) | 1.20 (1.06–1.35) | 0.002 |
≥3 comorbidities | 11,950 (30.2) | 497 (4.2) | 1.18 (1.04–1.34) | 0.01 |
Abbreviations: IR, incident rate (event/number); aHR, adjusted hazard ratio. Risk factors with P-value < 0.05 (age and sex) in the univariate analysis were used as adjusted covariates in the multivariate Cox regression.
3.4 Cumulative incidence rates of bronchiectasis
Cumulative incidence curves estimating the occurrences of bronchiectasis over time showed significant differences (P < 0.05, by log-rank test) between the COPD and non-COPD groups (Figure 2). In Figure 3, patients with COPD with only comorbid tuberculosis had a significantly higher risk of bronchiectasis than patients with COPD with no comorbidity and non-COPD patients with only comorbid tuberculosis (P < 0.05, by log-rank test).

Cumulative incidence of bronchiectasis in patients with and without COPD.

Cumulative incidence of bronchiectasis in patients with only tuberculosis.
4 Discussion
The strengths of the study were to use a nationwide database to evaluate the incidence of bronchiectasis in COPD and related factors of bronchiectasis in patients with COPD, to identify the clinical characteristics of bronchiectasis. In our study, the incidence rate of bronchiectasis in COPD per 10,000 person-years was 87.83, and the aHR was 1.9 compared with patients without COPD. The incidence rate of bronchiectasis in COPD increased with age and was 105.23 per 10,000 person-years in individuals aged more than 70 years. The incidence rate of bronchiectasis was similar in male and female patients with COPD.
4.1 Aging and bronchiectasis in COPD
Previous studies have shown that the prevalence of bronchiectasis increases with age in the general population [13,14]. Quint et al. [13] used the Clinical Practice Research Datalink database to survey the incidence and prevalence of bronchiectasis in the UK between 2004 and 2013 and found prevalence of 35.17 females per 100,000 person-years in 2013 and 26.92 males per 100, 000 person-years in 2013. In our non-COPD population, the incidence of bronchiectasis was higher than that in Quint’s study because we followed patients until 2018 and the population comprised more older patients, and the incidence of bronchiectasis was associated with aging.
4.2 Sex and bronchiectasis in COPD
Previous validation cohorts found differences in bronchiectasis between women and men, being more common in women than in men [15]. Patients with COPD are found to have bronchiectasis on computed tomography, and similar frequencies are reported in patients with severe or uncontrolled asthma [16]. In our COPD cohort, the incidence of bronchiectasis was similar in women and men. Bronchiectasis results from a wide range of causes and is associated with other comorbidities, including asthma and COPD [7,17,18]. Asthma is common in bronchiectasis, and women are more likely to have asthma. Our COPD cohort did not include patients with asthma, and male patients were more common, making the incidence of bronchiectasis similar in women and men.
4.3 Comorbidities in patients with COPD and bronchiectasis
Bellelli et al. [19] analyzed six European databases of adult outpatients with bronchiectasis, and common comorbidities included COPD, rheumatologic disease, chronic renal failure, and diabetes mellitus. Chalmers et al. [15] found that chronic cardiac disease, cerebrovascular disease, and chronic renal failure were common comorbidities. A study of four European centers showed that the most common comorbidity in patients with bronchiectasis was gastroesophageal reflux [19]. The comorbidities in patients with COPD and bronchiectasis were heterogeneous and depended on the enrolled populations, study periods, definition, and database.
Our study excluded asthma patients and found that the most common comorbidities were hypertension, dyslipidemia, and diabetes in patients with COPD and bronchiectasis. These comorbidities were common in the COPD population [20] and observed in the subgroup with bronchiectasis. Previous studies found that patients with bronchiectasis had a range of comorbidities similar to those with COPD [21].
Biological mechanisms leading to bronchiectasis may have a role in the development of comorbidities [22]. COPD is a systemic inflammatory disease. Bronchiectasis also increased lung inflammation due to the pathology of repeated infection in the small airways. COPD and bronchiectasis have similar comorbidities and chronic inflammatory lung status. Patients with bronchiectasis had similar increases in comorbidities in COPD, such as increased arterial stiffness, reduced 6-min walk distance, low physical activity, and osteoporosis [22,23].
4.4 Tuberculosis and bronchiectasis in COPD
The etiology of bronchiectasis showed significant discrepancies in previous reports. An analysis of seven databases of bronchiectasis studies [24] found that the most common etiology was being in the post-infection period (20%), followed by COPD (15%), and idiopathic bronchiectasis accounted for 40% of patients. However, data from 106 patients in the USA [25] reported that the etiology of bronchiectasis was most often due to immune dysregulation, including autoimmune disease (n = 33, 31.1%), immunodeficiency (n = 18, 17%), hematologic malignancy (n = 15, 14.2%), and α1-antitrypsin deficiency (11.3%), only 7% of bronchiectasis patients were idiopathic. In another cohort of 15,729 adult patients from the Chang Gung Research Database in Taiwan [26], the most common etiology of bronchiectasis was idiopathy (32%), followed by post-pneumonia status (24%), COPD (14%), and post-tuberculosis status (12%).
Race and ethnicity play a major role in the etiology of bronchiectasis. Cystic fibrosis is a common autosomal recessive inherited disorder and etiology of bronchiectasis among Caucasians, but it is rare in Asia, with an incidence of approximately 1 in 350,000 in the Japanese population [27]. Only ten Taiwanese patients with cystic fibrosis have been reported [28,29]. Tuberculosis is common in Asia, and the incidence of TB decreased in Taiwan from 72 cases per 100,000 person-years in 2005 to 41 cases per 100,000 person-years in 2017 [30]. In the past, the prevalence of tuberculosis was high in Taiwan, and patients who were post-tuberculosis infection had an increased risk of bronchiectasis. In our study, patients with post-tuberculosis infection status had an increased risk of bronchiectasis, with an aHR of 6.32. In Asia, the prevalence of bronchiectasis is higher than that in Western countries [31], and post-tuberculosis status is one of the important predictors of bronchiectasis [32]. Recently, Choi et al. [33] used a database to conduct a national cohort study in Korea and found that tuberculosis control was associated with a decreasing incidence of bronchiectasis in South Korea. However, the authors did not provide an HR for tuberculosis in bronchiectasis, and future work may survey the etiology and influence of bronchiectasis.
4.5 Limitations
There are some limitations in our study. Our database did not include computed tomography data, and the diagnosis of bronchiectasis was based on clinical physician diagnosis. The type and severity of bronchiectasis could not be identified. In addition, pulmonary function tests were lacking in our database. Except for age, sex, and comorbidities, other possible confounding factors were not considered in this research. These limitations were inherited due to database restrictions for the NHIRD.
5 Conclusion
We found that the incidence of bronchiectasis was higher in patients with COPD than in the general population, and the risk was similar between men and women. The risk of bronchiectasis increased with age in COPD, and post-tuberculosis status was an important risk factor for bronchiectasis. The association between bronchiectasis and COPD is complex, and their cause and effect relationship, interaction, and systemic effects need to be further investigated.
Acknowledgments
The authors express their sincere gratitude to Ms. Chia-Zhen Cai (Department of Industrial Engineering and Management, National Yunlin University of Science and Technology) for her efforts in organizing data and assisting statistical analysis.
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Funding information: This research was funded by Chi Mei Medical Center, Chiali, grant number CCFHR11004.
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Conflict of interest: Authors have no conflict of interest to declare.
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Data availability statement: Due to its ethical concerns and data protection, supporting data are not made openly available. Further information about the data and permission for access are available at the NHIRD website (https://nhird.nhri.org.tw/en).
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This work is licensed under the Creative Commons Attribution 4.0 International License.
Artikel in diesem Heft
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Artikel in diesem Heft
- Research Articles
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- Is there any effect on imprinted genes H19, PEG3, and SNRPN during AOA?
- Leptin and PCSK9 concentrations are associated with vascular endothelial cytokines in patients with stable coronary heart disease
- Pericentric inversion of chromosome 6 and male fertility problems
- Staple line reinforcement with nebulized cyanoacrylate glue in laparoscopic sleeve gastrectomy: A propensity score-matched study
- Retrospective analysis of crescent score in clinical prognosis of IgA nephropathy
- Expression of DNM3 is associated with good outcome in colorectal cancer
- Activation of SphK2 contributes to adipocyte-induced EOC cell proliferation
- CRRT influences PICCO measurements in febrile critically ill patients
- SLCO4A1-AS1 mediates pancreatic cancer development via miR-4673/KIF21B axis
- lncRNA ACTA2-AS1 inhibits malignant phenotypes of gastric cancer cells
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- Prognostic value of nicotinamide N-methyltransferase in human cancers: Evidence from a meta-analysis and database validation
- GPC2 deficiency inhibits cell growth and metastasis in colon adenocarcinoma
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- Association between preventable risk factors and metabolic syndrome
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- Cardiac contractility modulation ameliorates myocardial metabolic remodeling in a rabbit model of chronic heart failure through activation of AMPK and PPAR-α pathway
- Quercitrin protects human bronchial epithelial cells from oxidative damage
- Smurf2 suppresses the metastasis of hepatocellular carcinoma via ubiquitin degradation of Smad2
- circRNA_0001679/miR-338-3p/DUSP16 axis aggravates acute lung injury
- Sonoclot’s usefulness in prediction of cardiopulmonary arrest prognosis: A proof of concept study
- Four drug metabolism-related subgroups of pancreatic adenocarcinoma in prognosis, immune infiltration, and gene mutation
- Decreased expression of miR-195 mediated by hypermethylation promotes osteosarcoma
- LMO3 promotes proliferation and metastasis of papillary thyroid carcinoma cells by regulating LIMK1-mediated cofilin and the β-catenin pathway
- Cx43 upregulation in HUVECs under stretch via TGF-β1 and cytoskeletal network
- Evaluation of menstrual irregularities after COVID-19 vaccination: Results of the MECOVAC survey
- Histopathologic findings on removed stomach after sleeve gastrectomy. Do they influence the outcome?
- Analysis of the expression and prognostic value of MT1-MMP, β1-integrin and YAP1 in glioma
- Optimal diagnosis of the skin cancer using a hybrid deep neural network and grasshopper optimization algorithm
- miR-223-3p alleviates TGF-β-induced epithelial-mesenchymal transition and extracellular matrix deposition by targeting SP3 in endometrial epithelial cells
- Clinical value of SIRT1 as a prognostic biomarker in esophageal squamous cell carcinoma, a systematic meta-analysis
- circ_0020123 promotes cell proliferation and migration in lung adenocarcinoma via PDZD8
- miR-22-5p regulates the self-renewal of spermatogonial stem cells by targeting EZH2
- hsa-miR-340-5p inhibits epithelial–mesenchymal transition in endometriosis by targeting MAP3K2 and inactivating MAPK/ERK signaling
- circ_0085296 inhibits the biological functions of trophoblast cells to promote the progression of preeclampsia via the miR-942-5p/THBS2 network
- TCD hemodynamics findings in the subacute phase of anterior circulation stroke patients treated with mechanical thrombectomy
- Development of a risk-stratification scoring system for predicting risk of breast cancer based on non-alcoholic fatty liver disease, non-alcoholic fatty pancreas disease, and uric acid
- Tollip promotes hepatocellular carcinoma progression via PI3K/AKT pathway
- circ_0062491 alleviates periodontitis via the miR-142-5p/IGF1 axis
- Human amniotic fluid as a source of stem cells
- lncRNA NONRATT013819.2 promotes transforming growth factor-β1-induced myofibroblastic transition of hepatic stellate cells by miR24-3p/lox
- NORAD modulates miR-30c-5p-LDHA to protect lung endothelial cells damage
- Idiopathic pulmonary fibrosis telemedicine management during COVID-19 outbreak
- Risk factors for adverse drug reactions associated with clopidogrel therapy
- Serum zinc associated with immunity and inflammatory markers in Covid-19
- The relationship between night shift work and breast cancer incidence: A systematic review and meta-analysis of observational studies
- LncRNA expression in idiopathic achalasia: New insight and preliminary exploration into pathogenesis
- Notoginsenoside R1 alleviates spinal cord injury through the miR-301a/KLF7 axis to activate Wnt/β-catenin pathway
- Moscatilin suppresses the inflammation from macrophages and T cells
- Zoledronate promotes ECM degradation and apoptosis via Wnt/β-catenin
- Epithelial-mesenchymal transition-related genes in coronary artery disease
- The effect evaluation of traditional vaginal surgery and transvaginal mesh surgery for severe pelvic organ prolapse: 5 years follow-up
- Repeated partial splenic artery embolization for hypersplenism improves platelet count
- Low expression of miR-27b in serum exosomes of non-small cell lung cancer facilitates its progression by affecting EGFR
- Exosomal hsa_circ_0000519 modulates the NSCLC cell growth and metastasis via miR-1258/RHOV axis
- miR-455-5p enhances 5-fluorouracil sensitivity in colorectal cancer cells by targeting PIK3R1 and DEPDC1
- The effect of tranexamic acid on the reduction of intraoperative and postoperative blood loss and thromboembolic risk in patients with hip fracture
- Isocitrate dehydrogenase 1 mutation in cholangiocarcinoma impairs tumor progression by sensitizing cells to ferroptosis
- Artemisinin protects against cerebral ischemia and reperfusion injury via inhibiting the NF-κB pathway
- A 16-gene signature associated with homologous recombination deficiency for prognosis prediction in patients with triple-negative breast cancer
- Lidocaine ameliorates chronic constriction injury-induced neuropathic pain through regulating M1/M2 microglia polarization
- MicroRNA 322-5p reduced neuronal inflammation via the TLR4/TRAF6/NF-κB axis in a rat epilepsy model
- miR-1273h-5p suppresses CXCL12 expression and inhibits gastric cancer cell invasion and metastasis
- Clinical characteristics of pneumonia patients of long course of illness infected with SARS-CoV-2
- circRNF20 aggravates the malignancy of retinoblastoma depending on the regulation of miR-132-3p/PAX6 axis
- Linezolid for resistant Gram-positive bacterial infections in children under 12 years: A meta-analysis
- Rack1 regulates pro-inflammatory cytokines by NF-κB in diabetic nephropathy
- Comprehensive analysis of molecular mechanism and a novel prognostic signature based on small nuclear RNA biomarkers in gastric cancer patients
- Smog and risk of maternal and fetal birth outcomes: A retrospective study in Baoding, China
- Let-7i-3p inhibits the cell cycle, proliferation, invasion, and migration of colorectal cancer cells via downregulating CCND1
- β2-Adrenergic receptor expression in subchondral bone of patients with varus knee osteoarthritis
- Possible impact of COVID-19 pandemic and lockdown on suicide behavior among patients in Southeast Serbia
- In vitro antimicrobial activity of ozonated oil in liposome eyedrop against multidrug-resistant bacteria
- Potential biomarkers for inflammatory response in acute lung injury
- A low serum uric acid concentration predicts a poor prognosis in adult patients with candidemia
- Antitumor activity of recombinant oncolytic vaccinia virus with human IL2
- ALKBH5 inhibits TNF-α-induced apoptosis of HUVECs through Bcl-2 pathway
- Risk prediction of cardiovascular disease using machine learning classifiers
- Value of ultrasonography parameters in diagnosing polycystic ovary syndrome
- Bioinformatics analysis reveals three key genes and four survival genes associated with youth-onset NSCLC
- Identification of autophagy-related biomarkers in patients with pulmonary arterial hypertension based on bioinformatics analysis
- Protective effects of glaucocalyxin A on the airway of asthmatic mice
- Overexpression of miR-100-5p inhibits papillary thyroid cancer progression via targeting FZD8
- Bioinformatics-based analysis of SUMOylation-related genes in hepatocellular carcinoma reveals a role of upregulated SAE1 in promoting cell proliferation
- Effectiveness and clinical benefits of new anti-diabetic drugs: A real life experience
- Identification of osteoporosis based on gene biomarkers using support vector machine
- Tanshinone IIA reverses oxaliplatin resistance in colorectal cancer through microRNA-30b-5p/AVEN axis
- miR-212-5p inhibits nasopharyngeal carcinoma progression by targeting METTL3
- Association of ST-T changes with all-cause mortality among patients with peripheral T-cell lymphomas
- LINC00665/miRNAs axis-mediated collagen type XI alpha 1 correlates with immune infiltration and malignant phenotypes in lung adenocarcinoma
- The perinatal factors that influence the excretion of fecal calprotectin in premature-born children
- Effect of femoral head necrosis cystic area on femoral head collapse and stress distribution in femoral head: A clinical and finite element study
- Does the use of 3D-printed cones give a chance to postpone the use of megaprostheses in patients with large bone defects in the knee joint?
- lncRNA HAGLR modulates myocardial ischemia–reperfusion injury in mice through regulating miR-133a-3p/MAPK1 axis
- Protective effect of ghrelin on intestinal I/R injury in rats
- In vivo knee kinematics of an innovative prosthesis design
- Relationship between the height of fibular head and the incidence and severity of knee osteoarthritis
- lncRNA WT1-AS attenuates hypoxia/ischemia-induced neuronal injury during cerebral ischemic stroke via miR-186-5p/XIAP axis
- Correlation of cardiac troponin T and APACHE III score with all-cause in-hospital mortality in critically ill patients with acute pulmonary embolism
- LncRNA LINC01857 reduces metastasis and angiogenesis in breast cancer cells via regulating miR-2052/CENPQ axis
- Endothelial cell-specific molecule 1 (ESM1) promoted by transcription factor SPI1 acts as an oncogene to modulate the malignant phenotype of endometrial cancer
- SELENBP1 inhibits progression of colorectal cancer by suppressing epithelial–mesenchymal transition
- Visfatin is negatively associated with coronary artery lesions in subjects with impaired fasting glucose
- Treatment and outcomes of mechanical complications of acute myocardial infarction during the Covid-19 era: A comparison with the pre-Covid-19 period. A systematic review and meta-analysis
- Neonatal stroke surveillance study protocol in the United Kingdom and Republic of Ireland
- Oncogenic role of TWF2 in human tumors: A pan-cancer analysis
- Mean corpuscular hemoglobin predicts the length of hospital stay independent of severity classification in patients with acute pancreatitis
- Association of gallstone and polymorphisms of UGT1A1*27 and UGT1A1*28 in patients with hepatitis B virus-related liver failure
- TGF-β1 upregulates Sar1a expression and induces procollagen-I secretion in hypertrophic scarring fibroblasts
- Antisense lncRNA PCNA-AS1 promotes esophageal squamous cell carcinoma progression through the miR-2467-3p/PCNA axis
- NK-cell dysfunction of acute myeloid leukemia in relation to the renin–angiotensin system and neurotransmitter genes
- The effect of dilution with glucose and prolonged injection time on dexamethasone-induced perineal irritation – A randomized controlled trial
- miR-146-5p restrains calcification of vascular smooth muscle cells by suppressing TRAF6
- Role of lncRNA MIAT/miR-361-3p/CCAR2 in prostate cancer cells
- lncRNA NORAD promotes lung cancer progression by competitively binding to miR-28-3p with E2F2
- Noninvasive diagnosis of AIH/PBC overlap syndrome based on prediction models
- lncRNA FAM230B is highly expressed in colorectal cancer and suppresses the maturation of miR-1182 to increase cell proliferation
- circ-LIMK1 regulates cisplatin resistance in lung adenocarcinoma by targeting miR-512-5p/HMGA1 axis
- LncRNA SNHG3 promoted cell proliferation, migration, and metastasis of esophageal squamous cell carcinoma via regulating miR-151a-3p/PFN2 axis
- Risk perception and affective state on work exhaustion in obstetrics during the COVID-19 pandemic
- lncRNA-AC130710/miR-129-5p/mGluR1 axis promote migration and invasion by activating PKCα-MAPK signal pathway in melanoma
- SNRPB promotes cell cycle progression in thyroid carcinoma via inhibiting p53
- Xylooligosaccharides and aerobic training regulate metabolism and behavior in rats with streptozotocin-induced type 1 diabetes
- Serpin family A member 1 is an oncogene in glioma and its translation is enhanced by NAD(P)H quinone dehydrogenase 1 through RNA-binding activity
- Silencing of CPSF7 inhibits the proliferation, migration, and invasion of lung adenocarcinoma cells by blocking the AKT/mTOR signaling pathway
- Ultrasound-guided lumbar plexus block versus transversus abdominis plane block for analgesia in children with hip dislocation: A double-blind, randomized trial
- Relationship of plasma MBP and 8-oxo-dG with brain damage in preterm
- Identification of a novel necroptosis-associated miRNA signature for predicting the prognosis in head and neck squamous cell carcinoma
- Delayed femoral vein ligation reduces operative time and blood loss during hip disarticulation in patients with extremity tumors
- The expression of ASAP3 and NOTCH3 and the clinicopathological characteristics of adult glioma patients
- Longitudinal analysis of factors related to Helicobacter pylori infection in Chinese adults
- HOXA10 enhances cell proliferation and suppresses apoptosis in esophageal cancer via activating p38/ERK signaling pathway
- Meta-analysis of early-life antibiotic use and allergic rhinitis
- Marital status and its correlation with age, race, and gender in prognosis of tonsil squamous cell carcinomas
- HPV16 E6E7 up-regulates KIF2A expression by activating JNK/c-Jun signal, is beneficial to migration and invasion of cervical cancer cells
- Amino acid profiles in the tissue and serum of patients with liver cancer
- Pain in critically ill COVID-19 patients: An Italian retrospective study
- Immunohistochemical distribution of Bcl-2 and p53 apoptotic markers in acetamiprid-induced nephrotoxicity
- Estradiol pretreatment in GnRH antagonist protocol for IVF/ICSI treatment
- Long non-coding RNAs LINC00689 inhibits the apoptosis of human nucleus pulposus cells via miR-3127-5p/ATG7 axis-mediated autophagy
- The relationship between oxygen therapy, drug therapy, and COVID-19 mortality
- Monitoring hypertensive disorders in pregnancy to prevent preeclampsia in pregnant women of advanced maternal age: Trial mimicking with retrospective data
- SETD1A promotes the proliferation and glycolysis of nasopharyngeal carcinoma cells by activating the PI3K/Akt pathway
- The role of Shunaoxin pills in the treatment of chronic cerebral hypoperfusion and its main pharmacodynamic components
- TET3 governs malignant behaviors and unfavorable prognosis of esophageal squamous cell carcinoma by activating the PI3K/AKT/GSK3β/β-catenin pathway
- Associations between morphokinetic parameters of temporary-arrest embryos and the clinical prognosis in FET cycles
- Long noncoding RNA WT1-AS regulates trophoblast proliferation, migration, and invasion via the microRNA-186-5p/CADM2 axis
- The incidence of bronchiectasis in chronic obstructive pulmonary disease
- Integrated bioinformatics analysis shows integrin alpha 3 is a prognostic biomarker for pancreatic cancer
- Inhibition of miR-21 improves pulmonary vascular responses in bronchopulmonary dysplasia by targeting the DDAH1/ADMA/NO pathway
- Comparison of hospitalized patients with severe pneumonia caused by COVID-19 and influenza A (H7N9 and H1N1): A retrospective study from a designated hospital
- lncRNA ZFAS1 promotes intervertebral disc degeneration by upregulating AAK1
- Pathological characteristics of liver injury induced by N,N-dimethylformamide: From humans to animal models
- lncRNA ELFN1-AS1 enhances the progression of colon cancer by targeting miR-4270 to upregulate AURKB
- DARS-AS1 modulates cell proliferation and migration of gastric cancer cells by regulating miR-330-3p/NAT10 axis
- Dezocine inhibits cell proliferation, migration, and invasion by targeting CRABP2 in ovarian cancer
- MGST1 alleviates the oxidative stress of trophoblast cells induced by hypoxia/reoxygenation and promotes cell proliferation, migration, and invasion by activating the PI3K/AKT/mTOR pathway
- Bifidobacterium lactis Probio-M8 ameliorated the symptoms of type 2 diabetes mellitus mice by changing ileum FXR-CYP7A1
- circRNA DENND1B inhibits tumorigenicity of clear cell renal cell carcinoma via miR-122-5p/TIMP2 axis
- EphA3 targeted by miR-3666 contributes to melanoma malignancy via activating ERK1/2 and p38 MAPK pathways
- Pacemakers and methylprednisolone pulse therapy in immune-related myocarditis concomitant with complete heart block
- miRNA-130a-3p targets sphingosine-1-phosphate receptor 1 to activate the microglial and astrocytes and to promote neural injury under the high glucose condition
- Review Articles
- Current management of cancer pain in Italy: Expert opinion paper
- Hearing loss and brain disorders: A review of multiple pathologies
- The rationale for using low-molecular weight heparin in the therapy of symptomatic COVID-19 patients
- Amyotrophic lateral sclerosis and delayed onset muscle soreness in light of the impaired blink and stretch reflexes – watch out for Piezo2
- Interleukin-35 in autoimmune dermatoses: Current concepts
- Recent discoveries in microbiota dysbiosis, cholangiocytic factors, and models for studying the pathogenesis of primary sclerosing cholangitis
- Advantages of ketamine in pediatric anesthesia
- Congenital adrenal hyperplasia. Role of dentist in early diagnosis
- Migraine management: Non-pharmacological points for patients and health care professionals
- Atherogenic index of plasma and coronary artery disease: A systematic review
- Physiological and modulatory role of thioredoxins in the cellular function
- Case Reports
- Intrauterine Bakri balloon tamponade plus cervical cerclage for the prevention and treatment of postpartum haemorrhage in late pregnancy complicated with acute aortic dissection: Case series
- A case of successful pembrolizumab monotherapy in a patient with advanced lung adenocarcinoma: Use of multiple biomarkers in combination for clinical practice
- Unusual neurological manifestations of bilateral medial medullary infarction: A case report
- Atypical symptoms of malignant hyperthermia: A rare causative mutation in the RYR1 gene
- A case report of dermatomyositis with the missed diagnosis of non-small cell lung cancer and concurrence of pulmonary tuberculosis
- A rare case of endometrial polyp complicated with uterine inversion: A case report and clinical management
- Spontaneous rupturing of splenic artery aneurysm: Another reason for fatal syncope and shock (Case report and literature review)
- Fungal infection mimicking COVID-19 infection – A case report
- Concurrent aspergillosis and cystic pulmonary metastases in a patient with tongue squamous cell carcinoma
- Paraganglioma-induced inverted takotsubo-like cardiomyopathy leading to cardiogenic shock successfully treated with extracorporeal membrane oxygenation
- Lineage switch from lymphoma to myeloid neoplasms: First case series from a single institution
- Trismus during tracheal extubation as a complication of general anaesthesia – A case report
- Simultaneous treatment of a pubovesical fistula and lymph node metastasis secondary to multimodal treatment for prostate cancer: Case report and review of the literature
- Two case reports of skin vasculitis following the COVID-19 immunization
- Ureteroiliac fistula after oncological surgery: Case report and review of the literature
- Synchronous triple primary malignant tumours in the bladder, prostate, and lung harbouring TP53 and MEK1 mutations accompanied with severe cardiovascular diseases: A case report
- Huge mucinous cystic neoplasms with adhesion to the left colon: A case report and literature review
- Commentary
- Commentary on “Clinicopathological features of programmed cell death-ligand 1 expression in patients with oral squamous cell carcinoma”
- Rapid Communication
- COVID-19 fear, post-traumatic stress, growth, and the role of resilience
- Erratum
- Erratum to “Tollip promotes hepatocellular carcinoma progression via PI3K/AKT pathway”
- Erratum to “Effect of femoral head necrosis cystic area on femoral head collapse and stress distribution in femoral head: A clinical and finite element study”
- Erratum to “lncRNA NORAD promotes lung cancer progression by competitively binding to miR-28-3p with E2F2”
- Retraction
- Expression and role of ABIN1 in sepsis: In vitro and in vivo studies
- Retraction to “miR-519d downregulates LEP expression to inhibit preeclampsia development”
- Special Issue Computational Intelligence Methodologies Meets Recurrent Cancers - Part II
- Usefulness of close surveillance for rectal cancer patients after neoadjuvant chemoradiotherapy