Abstract
Pregnant women are more susceptible to smog pollution than the general population. This study focused on the association between smog and birth outcomes, considering both pregnant mothers and their offspring. In this retrospective study, conducted in Baoding between 2013 and 2016, we enrolled 842 participants. Birth outcomes were low birth weight (LBW), pregnancy-induced hypertension (PIH), gestational diabetes mellitus (GDM), and premature rupture of membranes (PROM). The overall prevalence of LBW, PIH, GDM, and PROM was 8.2%, 14.8%, 16.5%, and 12.1%, respectively. Compared with lower pollution level, higher pollution level of fine particulate matter (particulate matter with aerodynamics diameter <2.5 μm) (PM2.5), inhalable particle (particulate matter with aerodynamics diameter <10 μm) (PM10), and CO increased the risk of term with LBW. PM2.5, PM10, and NO2 increased the risk of PIH during different trimesters, while PM10 increased the risk of PROM during trimester 3. In conclusion, smog significantly affects the risk of adverse birth outcomes by different exposure time windows.
1 Introduction
According to the World Health Organization (WHO) air pollution database, China has higher levels of air pollution than Western countries [1]. Less than 1% of China’s 500 largest cities meet the air quality standards. With fast economic growth over the past four decades, the air quality in China, particularly in North China, has relatively deteriorated.
Smog seriously threatens human health and has become a hot topic for research and the public. Pregnant women and fetus are more susceptible to environmental factors, including smog pollution, than the general population. Exposure to PM2.5 (particulate matter with aerodynamics diameter <2.5 μm) in trimester 2 of pregnancy was associated with an increased risk of gestational diabetes mellitus (GDM) [2]. Prenatal exposure of the major air pollutants during the entire pregnancy could increase the risk of term low birth weight (LBW), while the susceptible window of the pollutants varied [3]. The risk of pregnancy-induced hypertension (PIH) syndrome is not only related to the air pollutants and concentrations but also closely related to different trimesters [4]. Meanwhile, the risk of premature rupture of membranes (PROM) could be increased by underlying infection, inflammation, oxidative stress, nutritional deficiencies, cigarette smoking, air pollutants’ exposure, and illicit drug use [5,6,7,8].
Apart from the adverse effects on pregnant women [4], smog pollution directly affects infants and has a long-term effect on their health conditions when they grow up, including hypertension [9], cardiac disease [10], and type 2 diabetes mellitus [11]. However, studies investigating the association of smog pollution with birth outcomes only considered either pregnant mothers or their offspring [12,13,14,15], few of them focused on both sides [16], and the results were inconsistent and controversial [3]. Furthermore, relative studies involving Chinese population are limited and lagged.
With this background, we performed a population-based retrospective study in Baoding, Hebei, a region with serious fog and haze pollution in China [17], to examine the effects of smog pollutants on the risk of birth outcomes of both pregnant mothers and their offspring to identify susceptible exposure windows. Given the cross-region and cross-basin smog pollution [18], this study provides valuable evidence for other pollution-exposed areas.
2 Materials and methods
2.1 Smog pollutants
From October 2013 to October 2016, the ongoing population-based retrospective study was conducted mainly to investigate the impact of environmental factors on pregnant outcomes. Data on smog pollutants were obtained from the Baoding Environmental Protection Bureau, located in Baoding, Hebei, China. This bureau is a subordinate unit of the Ministry of Ecology and Environment of the People’s Republic of China, which is responsible for the supervision and administration of environmental pollution prevention and control. An automated data reporting system equipped with satellite remote sensing, meteorologic, and land use information was used to collect the 24 h average concentration of six kinds of smog pollutants, namely, PM2.5, inhalable particle (particulate matter with aerodynamics diameter <10 μm) (PM10), sulfur dioxide (SO2), nitrogen dioxide (NO2), carbon monoxide (CO), and ozone (O3). Median was used to represent the average concentration of individual pollutants during different trimesters, and the category of air quality index (AQI) that corresponded to the median value was used for the statistical analysis. AQI was categorized into good, mild pollution, moderate pollution, and above (Tables A1 and A2). Classification of pollutants in the current study is based on the degree of its impact on human health. “Good” means that the air had minimal effect on healthy population, “mild pollution” indicates that pollution caused irritation symptoms in healthy population, and “moderate pollution” means that it affects the heart or respiratory system in healthy population.
2.2 Study population
We limited the study population to the resident population in Baoding, which is close to the pollutant monitoring station. This study obtained participants’ residence information from the registration of medical records specific to the street and doorplate numbers. The duration of data collection was the same with the data of smog pollutants.
The clinical data were obtained from the electronic medical records system. A total of 1,050 participants were enrolled in this study. Among the 1,050 patients, 208 were excluded due to the lack of weight record before birth (n = 82), gestational weight gain (n = 31), number of pregnancies and parity (n = 43), education level (n = 41), and follow-up time (n = 11). Finally, 842 women were included in the statistical analysis (Figure 1). Given that the number of individuals with comorbidity was relatively small (<2% of the sample size), individuals with comorbidity were excluded in the final statistical analysis. Participants included were all term singleton live birth born (37 ≤ gestational weeks < 42). The participant’s number (prevalence) of term LBW, PIH, GDM, and PROM was 69 (8.2%), 125 (14.8%), 139 (16.5%), and 102 (12.1%), respectively. The first trimester of pregnancy was defined as gestational week 1 to week 12, the second trimester was defined as week 12+1 to week 27, and the third trimester of pregnancy was defined as from week 27+1 to birth [16].

Process about inclusion and exclusion of participants.
Maternal age (20–24, 25–29, 30–34, and ≥35) [19], gestational weight gain (appropriate weight gain, insufficient weight gain, or excessive weight gain), pre-pregnancy body mass index (BMI) (low body weight, normal type, overweight, or obesity), education level (<high school, high school/polytechnic school, college, or above), last menstrual date, delivery date, number of pregnancies (1, 2, or ≥3 times), and parity (1, 2, or ≥3 times) were included in the study. According to the American Academy of Medical Science [Institute of Medicine (IOM)] [20], the range of gestational weight gain for low-body-weight (BMI < 18.5 kg/m2) women is 12.5–18.0 kg, the weight gain for normal-type (18.5 kg/m2 ≤ BMI ≤ 24.9 kg/m2) women is 11.5–16.0 kg, the weight gain for overweight (25 kg/m2 ≤ BMI ≤ 29.9 kg/m2) women is 7.0–11.5 kg, and the weight gain for women with obesity (BMI ≥ 30 kg/m2) is 5.0–9.0 kg. In different BMI groups, gestational weight gain was appropriate when it was within the recommended range. People who had weight values below the recommended range had insufficient weight gain. By contrast, people who had weight values above the recommended range had excessive weight gain [20].
2.3 Observed outcomes
The outcomes of LBW, PIH, GDM, and PROM were defined on the basis of disease classification by the International Classification of Diseases, Tenth Revision. Term LBW is defined as a birth that occurred on or after the 37th week of gestation with weight <2,500 g [21]. PIH is defined as blood pressure ≥140/90 mm Hg manifested initially during pregnancy and normalized at 12 weeks postpartum [22]. PIH included pregnancy hypertension, preeclampsia, and eclampsia in this study. Preeclampsia is defined as gestational hypertension accompanied by proteinuria after 20 weeks of gestation, characterized by proteinuria and hypertension [23]. Eclampsia is defined as convulsions occurring on the basis of preeclampsia that cannot be explained by other causes. GDM refers to the first clinical manifestation of gestational diabetes caused by abnormal glucose metabolism after pregnancy [24]. Rupture of membranes before labor is defined as term PROM. PROM at gestational age <37 weeks is defined as premature birth or preterm PPROM, whereas PROM >37 weeks of gestation is defined as term PROM [22]. This current study aimed at analyzing term PROM.
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Ethics approval: The current study was reviewed and approved by the Ethics Committee of the First Hospital of Hebei Medical University (Approval number: 20180701).
2.4 Statistical analysis
All analyses were performed using the SPSS software version 21.0 (SPSS Inc., Chicago, IL, USA). Categorical variables were described as frequency (percentage) and were analyzed with chi-square tests. An unconditional binary logistic regression model was used to calculate the odds ratios (ORs) and 95% confidence intervals (CIs) for associations between smog pollutant exposure during pregnancy period and risk of adverse birth outcomes adjusting for maternal age, gestational weight gain, pre-pregnancy BMI, education level, and number of pregnancies and parity. We examined the association by the following different exposure windows: entire pregnancy, trimester 1, trimester 2, and trimester 3. All statistical tests were two-sided, and P values <0.05 were statistically significant.
3 Results
3.1 Characteristics at baseline of birth outcomes
The characteristics at baseline of participants are summarized in Table 1. In total sample, nearly half of the pregnant women were from 25 to 29 years of age, and women over 35 accounted for the smallest percentage of the participants. The proportions of appropriate weight gain and excessive weight gain during pregnancy accounted for the largest. Nearly 10 percent of the participants were under low body weight before pregnancy, while the pre-pregnancy BMIs of most individuals were within the normal range. The differences in education level were obvious, which showed that the low-education level (<high school) and the high-education level (college or above) coexist. The distribution of number of pregnancies was relatively even, with about a third of pregnancies in each category. The proportions of parity in 1 and 2 accounted for over 90%. Most of the participants with adverse birth outcomes were under 30 years old and experienced excessive weight gain during pregnancy. Many individuals were overweight or obese before pregnancy, except for cases in PROM. The participants who underwent GDM and PROM had relatively higher-education levels. When the parity increased, the incidence of LBW, PIH, and PROM decreased.
The characteristics at baseline of birth outcomes n (%)
Characteristics | Total sample | LBW | PIH | GDM | PROM |
---|---|---|---|---|---|
Age (years) | |||||
20–24 | 148 (17.6%) | 15 (9.4) | 28 (17.6) | 20 (12.6) | 25 (15.7) |
25–29 | 380 (45.1%) | 30 (7.9) | 42 (11.1) | 54 (14.2) | 55 (14.5) |
30–34 | 199 (23.6%) | 15 (7.5) | 32 (16.1) | 32 (16.1) | 9 (4.5) |
≥35 | 104 (12.4%) | 9 (8.7) | 23 (22.1) | 33 (31.7) | 3 (12.5) |
Gestational weight gain | |||||
Appropriate weight gain | 337 (40.0%) | 22 (7.3) | 45 (14.9) | 45 (14.9) | 43 (14.2) |
Insufficient weight gain | 140 (16.6%) | 11 (8.8) | 11 (8.8) | 20 (16.0) | 15 (12.0) |
Excessive weight gain | 365 (43.3%) | 36 (8.7) | 69 (16.7) | 74 (17.9) | 44 (10.6) |
Pre-pregnancy BMI | |||||
Normal type | 544 (64.6%) | 32 (6.9) | 49 (10.5) | 64 (13.7) | 62 (13.3) |
Low body weight | 86 (10.2%) | 8 (9.3) | 7 (8.1) | 8 (9.3) | 15 (17.4) |
Overweight or obesity | 212 (25.2%) | 29 (10.0) | 69 (23.9) | 67 (23.2) | 25 (8.7) |
Education Level | |||||
<High school | 376 (44.7%) | 44 (13.3) | 77 (23.3) | 46 (13.9) | 39 (11.8) |
High school/polytechnic school | 77 (9.1%) | 8 (6.5) | 15 (12.2) | 15 (12.2) | 15 (12.2) |
College or above | 389 (46.2%) | 17 (4.4) | 33 (8.5) | 78 (20.1) | 48 (12.3) |
Number of pregnancies | |||||
1 | 320 (38.0%) | 26 (8.1) | 40 (12.5) | 45 (14.1) | 59 (18.4) |
2 | 237 (28.1%) | 19 (8.1) | 40 (16.9) | 41 (17.4) | 20 (8.5) |
≥3 | 285 (33.8%) | 24 (8.4) | 45 (15.8) | 53 (18.6) | 23 (8.1) |
Parity | |||||
≤1 | 446 (53.0%) | 38 (8.5) | 62 (13.9) | 63 (14.1) | 77 (17.3) |
2 | 322 (38.2%) | 25 (7.8) | 52 (16.1) | 64 (19.9) | 21 (6.5) |
≥3 | 74 (8.8%) | 6 (8.1) | 11 (14.9) | 12 (16.2) | 4 (5.4) |
Abbreviations: LBW: low birth weight, PIH: pregnancy-induced hypertension syndrome, GDM: gestational diabetes mellitus, PROM: premature rupture of membranes.
3.2 Correlations between covariables and outcomes
Among the covariables, only the education level was related to LBW. The risk of term LBW gradually decreased with the increase in the education level in the entire pregnancy and the three trimesters (Table 2). The risk of PIH gradually decreased with the education level and increased with the pre-pregnancy BMI in the entire pregnancy and the three trimesters (Tables 3 and 4). Meanwhile, the risk of term PROM gradually decreased with the parity number during trimester 3 (Table 5).
The correlations between education levels and term low birth weight (OR, 95% CI)
< High school | High school/polytechnic school | College or above | P-value | |
---|---|---|---|---|
Entire pregnancy | 1.00 | 0.366 (0.157, 0.857) | 0.300 (0.166, 0.544) | <0.0001 |
Trimester 1 | 1.00 | 0.358 (0.153, 0.837) | 0.305 (0.169, 0.551) | <0.0001 |
Trimester 2 | 1.00 | 0.451 (0.206, 0.987) | 0.296 (0.166, 0.529) | <0.0001 |
Trimester 3 | 1.00 | 0.463 (0.211, 1.017) | 0.311 (0.173, 0.559) | <0.0001 |
The correlations between education levels and pregnancy-induced hypertension syndrome (OR, 95% CI)
< High school | High school/polytechnic school | College or above | P-value | |
---|---|---|---|---|
Entire pregnancy | 1.00 | 0.454 (0.241, 0.856) | 0.336 (0.214, 0.527) | <0.0001 |
Trimester 1 | 1.00 | 0.434 (0.229, 0.823) | 0.335 (0.214, 0.526) | <0.0001 |
Trimester 2 | 1.00 | 0.507 (0.275, 0.935) | 0.338 (0.215, 0.530) | <0.0001 |
Trimester 3 | 1.00 | 0.526 (0.285, 0.971) | 0.357 (0.228, 0.561) | <0.0001 |
The correlations between pre-pregnancy BMI and pregnancy-induced hypertension syndrome (OR, 95% CI)
Normal weight | Low body weight | Overweight or obesity | P-value | |
---|---|---|---|---|
Entire pregnancy | 1.00 | 0.737 (0.314, 1.728) | 2.273 (1.498, 3.451) | <0.0001 |
Trimester 1 | 1.00 | 0.799 (0.343, 1.857) | 2.496 (1.641, 3.787) | <0.0001 |
Trimester 2 | 1.00 | 0.740 (0.318, 1.718) | 2.458 (1.626, 3.717) | <0.0001 |
Trimester 3 | 1.00 | 0.687 (0.294, 1.603) | 2.260 (1.491, 3.425) | <0.0001 |
The correlations between parity and term premature rupture of membranes in trimester 3 (OR, 95% CI)
Parity number | ≤1 | 2 | ≥3 | P-value |
---|---|---|---|---|
Trimester 3 | 1.00 | 0.348 (0.198, 0.610) | 0.294 (0097, 0.885) | <0.0001 |
3.3 Smog pollutants and maternal and fetal birth outcomes
The distribution of cases exposed to the pollutants at different trimesters is summarized in Table 6. The composition of pollutants varied among different trimesters, and the most serious pollutants were PM2.5 and PM10. Compared with “good” condition, exposure to mild pollution of PM2.5 and PM10 significantly increased the risk of term LBW during the entire pregnancy. The risk of LBW gradually increased as the pollution of PM2.5 worsened during trimester 1. Meanwhile, CO in mild pollution significantly increased such risk during trimester 3 (Table 7).
Distribution of case exposed to various pollutants [n (%)]
Pollutants | Category of AQI | LBW | PIH | GDM | PROM | Pollutants | Category of AQI | LBW | PIH | GDM | PROM |
---|---|---|---|---|---|---|---|---|---|---|---|
Entire pregnancy | Trimester 2 | ||||||||||
PM2.5 | Good | 21 (4.6) | 47 (10.2) | 77 (16.7) | 51 (11.1) | PM2.5 | Good | 30 (9.6) | 59 (18.8) | 45 (14.3) | 54 (17.2) |
Mild pollution | 48 (12.6) | 78 (20.5) | 62 (16.3) | 51 (13.4) | Mild pollution | 16 (10.1) | 23 (14.6) | 26 (16.5) | 13 (8.2) | ||
PM10 | Good | 62 (7.5) | 118 (14.2) | 136 (16.4) | 102 (12.3) | Moderate pollution and above | 23 (6.2) | 43 (11.6) | 68 (18.4) | 35 (9.5) | |
Mild pollution | 7 (53.8) | 7 (53.8) | 3 (23.1) | 0 (0) | PM10 | Good | 32 (9.6) | 62 (18.5) | 47 (14.0) | 55 (16.4) | |
SO2 | Good | 69 (8.2) | 125 (14.8) | 139 (16.5) | 102 (12.1) | Mild pollution | 37 (7.3) | 43 (11.6) | 92 (18.1) | 47 (9.3) | |
NO2 | Good | 69 (8.2) | 125 (14.8) | 139 (16.5) | 102 (12.1) | SO2 | Good | 69 (8.2) | 125 (14.8) | 139 (16.5) | 102 (12.1) |
CO | Good | 69 (8.2) | 125 (14.8) | 139 (16.5) | 102 (12.1) | NO2 | Good | 64 (8.2) | 112 (14.3) | 130 (16.6) | 98 (12.5) |
O3 | Good | 69 (8.2) | 125 (14.8) | 139 (16.5) | 102 (12.1) | Mild pollution | 5 (8.2) | 13 (21.3) | 9 (14.8) | 4 (6.6) | |
Trimester 1 | CO | Good | 69 (8.2) | 125 (14.8) | 139 (16.5) | 102 (12.1) | |||||
PM2.5 | Good | 54 (7.1) | 109 (14.2) | 127 (16.6) | 94 (12.3) | O3 | Good | 69 (8.2) | 125 (14.8) | 139 (16.5) | 102 (12.1) |
Mild pollution | 7 (11.1) | 7 (11.1) | 10 (15.9) | 6 (9.5) | Trimester 3 | ||||||
Moderate pollution and above | 8 (57.1) | 9 (64.3) | 2 (14.3) | 2 (14.3 | PM2.5 | Good | 35 (7.1) | 58 (11.7) | 90 (18.2) | 44 (8.9) | |
PM10 | Good | 54 (7.0) | 110 (14.2) | 129 (16.6) | 95 (12.3) | Mild pollution | 7 (21.2) | 13 (39.4) | 6 (18.2) | 5 (15.2) | |
Mild pollution | 15 (22.4) | 15 (22.4) | 10 (14.9) | 7 (10.4) | Moderate pollution and above | 27 (8.6) | 54 (17.2) | 43 (13.7) | 53 (16.9) | ||
SO2 | Good | 69 (8.2) | 125 (14.8) | 139 (16.5) | 102 (12.1) | PM10 | Good | 39 (7.7) | 62 (12.2) | 91 (17.9) | 48 (9.4) |
NO2 | Good | 66 (7.9) | 121(14.5) | 138(16.5) | 102(12.2) | Mild pollution | 28 (8.5) | 62 (18.8) | 47 (14.3) | 51 (15.5) | |
Mild pollution | 3 (50.0) | 4 (66.7) | 1 (16.7) | 0 (0) | Moderate pollution and above | 2 (40.0) | 1 (20.0) | 1 (20.0) | 3 (60.0) | ||
CO | Good | 69 (8.2) | 125 (14.8) | 139 (16.5) | 102 (12.1) | SO2 | Good | 69 (8.2) | 125 (14.8) | 139 (16.5) | 102 (12.1) |
O3 | Good | 69 (8.2) | 125 (14.8) | 139 (16.5) | 102 (12.1) | NO2 | Good | 51 (7.6) | 87 (13.0) | 110 (16.5) | 75 (11.2) |
Mild pollution | 18 (10.3) | 38 (21.7) | 29 (16.6) | 27 (15.4) | |||||||
CO | Good | 66 (7.9) | 121 (14.5) | 137 (16.4) | 99 (11.9) | ||||||
Mild pollution | 3 (37.5) | 4 (50.0) | 2 (25.0) | 3 (37.5) | |||||||
O3 | Good | 69 (8.2) | 125 (14.8) | 139 (16.5) | 102 (12.1) |
Abbreviations: LBW: low birth weight, PIH: pregnancy-induced hypertension syndrome, GDM: gestational diabetes mellitus, PROM: premature rupture of membranes.
PM2.5: fine particulate matter (particulate matter with aerodynamics diameter less than 2.5 μm), PM10: inhalable particle (particulate matter with aerodynamics diameter less than 10 μm), SO2: sulfur dioxide, NO2: nitrogen dioxide, CO: carbon monoxide, O3: ozone.
The effect of smog pollutants on LBW, PIH, and PROM (OR and 95% CI)
Good | Mild pollution | Moderate pollution and above | P-value | |
---|---|---|---|---|
LBW | ||||
Entire pregnancy | ||||
PM2.5 | 1.00 | 2.60 (1.50–4.51) | — | 0.001 |
PM10 | 1.00 | 10.50 (3.15–35.01) | — | <0.001 |
Trimester 1 | ||||
PM2.5 | 1.00 | 1.55 (0.67–3.62) | 18.97 (5.97–60.32) | <0.001 |
Trimester 3 | ||||
CO | 1.00 | 4.55 (1.02–19.40) | — | 0.047 |
PIH | ||||
Entire pregnancy | ||||
PM2.5 | 1.00 | 1.96 (1.30–2.95) | — | 0.001 |
PM10 | 1.00 | 5.15 (1.58–16.77) | — | 0.007 |
Trimester 1 | ||||
PM2.5 | 1.00 | 0.74 (0.32–1.70) | 12.09 (3.73–39.17) | <0.001 |
Trimester 2 | ||||
PM10 | 1.00 | 0.58 (0.38–0.89) | — | 0.012 |
NO2 | 1.00 | 2.39 (1.17–4.85) | — | 0.016 |
Trimester 3 | ||||
PM2.5 | 1.00 | 3.40 (1.53–7.53) | 1.44 (0.95–2.18) | 0.006 |
PROM | ||||
Trimester 3 | ||||
PM10 | 1.00 | 1.72 (1.11–2.65) | 18.82 (2.69–131.45) | 0.001 |
Abbreviations: LBW: low birth weight, PIH: pregnancy-induced hypertension syndrome, GDM: gestational diabetes mellitus, PROM: premature rupture of membranes.
PM2.5: fine particulate matter (particulate matter with aerodynamics diameter less than 2.5 μm), PM10: inhalable particle (particulate matter with aerodynamics diameter less than 10 μm), SO2: sulfur dioxide, NO2: nitrogen dioxide, CO: carbon monoxide, O3: ozone.
When pregnant women were exposed to mild pollution of PM2.5 and PM10 during the entire pregnancy, PIH risk significantly increased compared with those in “good” condition. The risk also significantly increased by mild pollution of PM10 and NO2 during trimester 2. Mild pollution, moderate pollution, and above of PM2.5 also increased the risk of PIH during trimester 1 and trimester 3 (Table 7).
The risk of term PROM gradually increased when PM10 pollution worsened during trimester 3. Pregnant women were more at risk of experiencing term PROM by 1.72 times when exposed to moderate pollution and by 18.82 times when exposed to moderate pollution and above than those participants in “good” condition (Table 7).
No correlation between smog pollutants and GDM was found (Table 8).
Effect of factors on GDM (four trimesters)1
Factors | OR (95% CI) | P-value |
---|---|---|
Age | ||
20–24 | 1.00 | 0.006 |
25–29 | 0.94 (0.53, 1.67) | |
30–34 | 0.98 (0.52, 1.84) | |
≥35 | 2.27 (1.18, 4.36) | |
Pre-pregnancy BMI | ||
Normal type | 1.00 | 0.004 |
Low body weight | 0.67 (0.31, 1.46) | |
Overweight or obesity | 1.79 (1.20, 2.67) | |
Education level | ||
<High school | 1.00 | 0.019 |
High school/polytechnic school | 0.88 (0.46, 1.66) | |
College or above | 1.67 (1.11, 2.57) |
Abbreviation: GDM: gestational diabetes mellitus.
1Results in trimester 1, trimester 2, and trimester 3 were consistent with those during entire pregnancy.
4 Discussion
We employed an estimation of six components of smog pollutants (PM2.5, PM10, SO2, NO2, CO, and O3) to examine the associations between four outcomes (term LBW, PIH, GDM, and PROM) in Baoding, Hebei, China, from 2013 to 2016. PM concentrations in many developing countries (e.g., India and China) are 5–10 times higher than in developed countries [25]. Hebei is a province with serious fog and haze pollution in China [26]. According to the ranking of Smog Comprehensive Pollution Index of 74 major cities in China, from October 2013 to October 2016, 32 cities were ranked as the most seriously polluted cities during 36 months [27]. In these 32 cities, nine are affiliated with Hebei, and Baoding ranks second (Figure 2).

Frequency chart of the 10 most seriously polluted cities according to the ranking of Ambient Air Comprehensive Pollution Index (2013.10–2016.10). According to the ranking of Ambient Air Comprehensive Pollution Index of 74 major cities in China from October 2013 to October 2016, issued by the Ministry of Ecological Environment of the People’s Republic of China, 10 most seriously polluted cities were counted for 3 years (36 months). Totally, 32 cities have been ranked in most seriously polluted cities during 36 months. In these 32 cities, nine cities are affiliated with Hebei, accounting for nearly 30%. Baoding entered 35 times in the chart of most seriously polluted cities, ranking No. 2. *The city belonging to Hebei.
Fleischer et al. investigated the association of satellite-based estimates of PM2.5 and preterm birth and LBW (all gestational ages) by using the WHO Global Survey on Maternal and Perinatal Health in Africa, Asia, and Latin America [1]. In China, LBW was associated with the 3rd and 4th quartiles of PM2.5 (OR = 1.08; 95% CI: 0.84, 1.40; and OR = 1.99; 95% CI: 1.06, 3.72) [1]. An increase in the concentration of PM2.5 reduced the term birth weight during the entire pregnancy [28], thereby conforming to our results. In the present study, the risk of term LBW gradually increased with the increase of PM2.5 concentrations during the entire pregnancy and trimester 1. In addition, with the increase of PM10 concentrations, the risk of LBW under mild pollution was 10.5 times higher than that in good condition during the entire pregnancy. Other researchers also found that PM10 at 10 μg/m3 increments in trimester 2 led to decreases in birth weight of 5.65 g [29]. Meanwhile, the risk of term LBW increases by 4.55 times with the increase in CO concentrations during trimester 3, as supported by the study of Li et al. [3]. In general, the risk of LBW in Baoding was higher than that in China, which suggests that more effective environmental protection measures should be taken to protect pregnant women, especially in the North area where severe air pollution exists.
PM2.5 and preeclampsia, which is one disease of PIH, are positively associated [4,30]. Similar with Mobasher’s results [4], the current study found that exposures to PM2.5 at trimester 1 significantly increase the PIH. In addition to trimester 1, this disadvantageous effect was observed during the entire pregnancy and trimester 3. Low concentrations of PM2.5 and PM10 did not increase the risk of PIH in trimesters 1 and 2 due to the low incidence of PIH within these trimesters. However, the harmful effects to health were aggravated, and the risk of PIH escalated when PM2.5 concentration increased. Besides, the current study also found that pregnant women in trimester 3 are more sensitive to PM2.5 pollution, and the risk of PIH increased in this period. A study performed by Bai et al. found that PM10 exposure is associated with an increased risk of PIH [31]. In the present study, the risk of PIH increased with the increase of PM10 concentration during the entire pregnancy, not during trimester 2. In addition, pregnant women were more susceptible to NO2 exposure during trimester 2, resulting in an increased risk of PIH in this term. Thus, the risk of PIH was not only related to the air pollutants and the concentrations but also closely related to different trimesters.
In the present study, the risk of term PROM gradually increased with the increase in PM10. Wallace et al. reported that PM10 and PROM have a negative correlation [32]. The discrepancy might be explained by the concern on term PROM as a birth outcome in the current study, whereas the outcomes involved in their study were PROM at any gestational period and PPROM. We focused on term PROM for the following reasons. Approximately 70% of PROM occur at term, which is the cause of approximately one-third of all preterm births [33]. Term PROM is a significant cause of perinatal morbidity and mortality [33]. We also studied the relationship between PM10 and PROM during other periods of pregnancy, and no significant relationship existed between them (data not shown). Despite these suggested associations, the specific mechanism between air pollution and PROM remains unclear, and further studies were needed to shed light on potential mechanisms.
Silvestrin et al. found that high maternal education showed a 33% protective effect against LBW [34]. The current results were similar with this finding in which the risk of term LBW gradually decreased with the increase in the education level in all trimesters. Maternal education is a suitable variable to measure inequality in health care and has been used to assess birth outcomes [35,36]. As extensively studied worldwide, education is the strongest socioeconomic predictor of health status and is the most important determinant of birth weight in a population [37].
Seung Chik Jwa found that the low-education-level group had higher systolic and diastolic blood pressure levels in the early pregnancy. However, the same associations were not found after adjusting for pre-pregnancy BMI [38]. The current study found that education level indicated a protective effect on the risk of PIH during the entire pregnancy and during trimesters 1, 2, or 3. The risk of PIH decreased with the increase in the education level. Moreover, the conclusion was based on the correction of all the confounding factors, which include the pre-pregnancy BMI. People with high-education levels are concentrated on healthy lifestyle, eating habits, and prenatal checkups, which should be reasonable and standardized. This statement might be the reason for the current findings above. According to Amoakoh-Coleman et al., pregnant women who were obese at baseline had a threefold increased risk of PIH compared with which with normal BMI [Relative risk (RR) = 3.01 (1.06–8.52), P = 0.04] [39]. The current study confirmed this result and showed evidence that the risk of PIH gradually increased with the increase in pre-pregnancy BMI during the entire pregnancy and during trimesters 1, 2, or 3.
The current study also revealed that parity is a protective factor for term PROM, resulting in the gradual decrease in the risk of term PROM as parity increased (OR = 0.294; 95% CI: 0.097, 0.885), conforming to the study accomplished by Jiang et al. in Beijing [40].
No association between smog pollutants and GDM was found in this current study. However, the risk of GDM gradually increased with the increase in pre-pregnancy BMI during the entire pregnancy and individual three trimesters. Dave found that BMI ≥25 kg/m2 is a strong risk factor for GDM [41]. In the present study, age also increased the risk of GDM. The risk of GDM in >35-year-old women was 2.27 times higher than that in 20–24-year-old women. A survey from Korea also implies that older maternal age is associated with the development of GDM [42]. The fact that women with higher-education level had a higher risk of GDM was linked to be their later pregnancy and older age. More research should be carried out to clarify the role of pollution in the risk of GDM.
It is more comprehensive to focus on the adverse pregnancy outcomes of both pregnant mothers and the newborns in the present study. And the city we concerned could be regarded as a representative of cities with serious air pollution in North China. The results may shed light on pregnant women’s health, medical institutions’ rational resource allocations, and decision-makers’ choices of environmental measures.
There are several limitations in this study. First, the lack of available information regarding physical activity, nutritional status, smoking, and alcohol consumption might have effects on the association between smog and birth outcomes. Second, this study was an observational, single-centered study. Further studies with multi-city, multi-center, and larger samples are needed for more evidence.
5 Conclusion
In this population-based retrospective study, the susceptible exposure windows between smog pollutants and the risk of birth outcomes were revealed. Compared with the lower pollution level, the higher pollution level of PM2.5, PM10, and CO increased the risk of term LBW during trimester 1, trimester 3, and the entire pregnancy. PM2.5, PM10, and NO2 increased the risk of PIH during different trimesters, while PM10 increased the risk of PROM during trimester 3. The findings of our analysis may help decision-makers to develop targeted policies and environmental measures to reduce the health hazards of air pollution.
Acknowledgments
The authors thank Jing Zhao for her contributions on data analysis. They also thank all the pregnant mothers and their offspring who participated in this study, as well as those who were unable to be included in the author list but assisted us in writing and language help throughout this whole study process.
-
Funding information: This work was supported by the grant from the National Natural Science Foundation of China (grant number: 81773430). The funding sources from Zengning Li had a role in the design of the study.
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Author contributions: Zengning Li, the study sponsor, designed this study. Yijing Zhai performed data collection and produced the initial draft of the manuscript. Bei Wang and Liqiang Qin collated the data and carried out data analysis. Bin Luo and Ying Xie revised the figures and tables. Hongzhen Du and Huanyu Hu contributed to drafting the manuscript. All authors have read and approved the final submitted manuscript.
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Conflict of interest: The authors declare that there is no competing interest.
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Data availability statement: The datasets generated/analyzed during the current study are available from Zengning Li.
Appendix
Individual air quality index and corresponding pollutants concentration limits (24h mean concentration)*
AQI | SO2 (μg/m3) | NO2 (μg/m3) | PM10 (μg/m3) | CO (mg/m3) | O3 (μg/m3) | PM2.5 (μg/m3) |
---|---|---|---|---|---|---|
0 | 0 | 0 | 0 | 0 | 0 | 0 |
50 | 50 | 40 | 50 | 2 | 160 | 35 |
100 | 150 | 80 | 150 | 4 | 200 | 75 |
150 | 475 | 180 | 250 | 14 | 300 | 115 |
200 | 800 | 280 | 350 | 24 | 400 | 150 |
* Extracted from the Environmental Air Quality Index (AQI) Technical Regulations (for Trial Implementation) (HJ633 to 2012) issued by the Ministry of Environmental Protection of the People's Republic of China.
Abbreviations: PM2.5: fine particulate matter (particulate matter with aerodynamics diameter less than 2.5 μm), PM10: inhalable particle (particulate matter with aerodynamics diameter less than 10μm), SO2: sulfur dioxide, NO2: nitrogen dioxide, CO: carbon monoxide, O3: ozone.
Air quality index and impact on health*
Level (AQI) | Category # | Impact on health |
---|---|---|
≤2nd degree (≤100) | Good | Some pollutants have delicate effect on healthy population except for a very few extremely sensitive people. |
3rd degree (101–150) | Mild Pollution | Irritation symptoms in healthy population. |
4th degree (151–200) | Moderate Pollution | May be have an impact on the heart or respiratory system in healthy population. |
*Extracted from the Environmental Air Quality Index (AQI) Technical Regulations (for Trial Implementation) (HJ633 to 2012) issued by the Ministry of Environmental Protection of the People's Republic of China.
*Concentrations of various smog pollutants were divided into different air quality index categories according to their corresponding air quality index (AQI). The category of air quality index was included in statistical analysis in current study.
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- 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
Artikel in diesem Heft
- Research Articles
- AMBRA1 attenuates the proliferation of uveal melanoma cells
- A ceRNA network mediated by LINC00475 in papillary thyroid carcinoma
- Differences in complications between hepatitis B-related cirrhosis and alcohol-related cirrhosis
- Effect of gestational diabetes mellitus on lipid profile: A systematic review and meta-analysis
- Long noncoding RNA NR2F1-AS1 stimulates the tumorigenic behavior of non-small cell lung cancer cells by sponging miR-363-3p to increase SOX4
- Promising novel biomarkers and candidate small-molecule drugs for lung adenocarcinoma: Evidence from bioinformatics analysis of high-throughput data
- Plasmapheresis: Is it a potential alternative treatment for chronic urticaria?
- The biomarkers of key miRNAs and gene targets associated with extranodal NK/T-cell lymphoma
- Gene signature to predict prognostic survival of hepatocellular carcinoma
- Effects of miRNA-199a-5p on cell proliferation and apoptosis of uterine leiomyoma by targeting MED12
- Does diabetes affect paraneoplastic thrombocytosis in colorectal cancer?
- 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
- circ_AKT3 knockdown suppresses cisplatin resistance in gastric cancer
- 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
- A pan-cancer analysis of the oncogenic role of Holliday junction recognition protein in human tumors
- Radiation increases COL1A1, COL3A1, and COL1A2 expression in breast cancer
- Association between preventable risk factors and metabolic syndrome
- miR-29c-5p knockdown reduces inflammation and blood–brain barrier disruption by upregulating LRP6
- 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