Background Previous studies found that high temperature and heatwave increase the risk of traffic injuries. The complex road conditions in Yunnan Province result in frequent traffic accidents. However, there is limited evidence on the correlation between heatwave and traffic injuries in Yunnan Province. Objective To assess the association between heatwave events and traffic injuries, to estimate its disease burden, and to identify relevant sensitive groups. Methods We collected data on traffic injury cases and concurrent meteorological information from four surveillance sites in Yunnan Province, China: Dali, Lufeng, Zhaoyang, and Qilin from May to September each year from 2015 to 2023. Traffic injury cases refer to patients who visited the outpatient or emergency departments of local surveillance hospitals for the first time due to traffic injuries. Meteorological data were derived from the fifth generation atmosphericreanalysis dataset of the global climate provided by the European Centre for Medium-Range Weather Forecasts. A time-stratified case-crossover design combined with distributed lag non-linear model was used to analyze the association between short-term exposure to heatwave and traffic injuries. We also conducted subgroup analyses by sex, age, occupation, injury cause, activity at the time of injury occurrence, and severity of injury. Results A total of 34764 traffic injury surveillance cases were included in the analysis. The risk of traffic injuries occurred during heatwave was 1.13 times (95%CI: 1.07, 1.20) greater than those occurred during non-heatwave, and 2.64% (95%CI: 1.49%, 3.73%) of traffic injuries were attributed to heatwave exposure throughout the study period. The results of stratified analysis showed greater impacts of heatwave on the risk of traffic injuries in female [odds ratio (OR)=1.17, attributable fraction (AF)=3.23%], people aged 15-64 years (OR=1.13, AF=2.68%), farmers/workers (OR=1.22, AF=4.07%), people with non-motor vehicle traffic injuries (OR=1.17, AF=3.24%), people who were driving or riding when injuries occurred (OR=1.12, AF=2.43%), and people with minor injuries (OR=1.18, AF=3.49%) ( P<0.05). Longer duration [excess risk (ER)=0.99%] and greater intensity (ER=4.12%) of heatwave had greater impacts on the risk of traffic injuries (P<0.05). Conclusion Heatwave events are associated with an increased risk of traffic injuries. Female, people aged 15-64, farmers/workers, people with non-motor vehicle traffic injuries, those injured while driving/riding a vehicle, and people with minor injuries are particularly vulnerable. The findings suggest that targeted mitigation and adaptation measures should be taken to address the risk of traffic injuries associated with extreme climate events.

OBJECTIVES: We propose a multimodal model integrating social media text and image data for automated assessment of psychological stress in college students to support the development of intelligent mental health services in higher education institutions. METHODS: Based on deep learning technology, we designed an evaluation framework comprising a text sentiment modeling module, an image sentiment modeling module, and a multimodal fusion prediction module. Text sentiment features were extracted using Bi-LSTM, and image semantic cues were extracted via U-Net. A feature concatenation strategy was used to enable cross-modal semantic collaboration to achieve automatic identification of 3 psychological stress levels: mild, moderate, and severe. We constructed a multimodal annotated dataset using social platform data from 1577 students across multiple universities in Guangdong Province. After data cleaning, 252 samples were randomly selected for model training and testing. RESULTS: In the 3-classification task, the model demonstrated outstanding performance on the test set, and achieved an accuracy of 92.86% and an F1 score of 0.9276, exhibiting excellent stability and consistency. Confusion matrix analysis further revealed the model's ability to effectively distinguish between different pressure levels. CONCLUSIONS The multimodal psychological stress assessment model developed in this study effectively integrates unstructured social behavior data to enhance the scientific rigor and practical applicability of psychological state recognition, and thus provides support for developing intelligent psychological service systems.
Humans ; Stress, Psychological/diagnosis* ; Students/psychology* ; Universities ; Social Media ; Deep Learning

Objective:To investigate the feasibility of predicting the risk of spontaneous preterm birth in singleton pregnancy women with low risk of preterm birth by transabdominal-transvaginal ultrasound cervical length sequential screening in the second trimester.Methods:This prospective longitudinal cohort study included singleton pregnant women at 11-13 +6 gestational weeks who were admitted to Nanjing Drum Tower Hospital from January 2023 to September 2023. Transabdominal and transvaginal cervical lengths were measured during the mid-trimester fetal ultrasound scan at 18-24 weeks, and pregnancy outcomes were obtained after delivery. A short cervix was defined as a transvaginal cervical length of ≤25 mm, and the outcomes were defined as spontaneous preterm birth occurs between 20 and 36 +6 weeks and extremely preterm birth before 32 weeks. The area under the receiver operating characteristic (ROC) curve was used to evaluate the effectiveness of predicting spontaneous preterm birth by transabdominal and transvaginal cervix length, as well as the effectiveness of predicting short cervix by transabdominal cervical length. The relationship between transabdominal and transvaginal cervical length was evaluated using a scatter plot. Results:A total of 562 cases were included in this study, comprising 33 cases of spontaneous preterm birth (7 cases occurring before 32 weeks) and 529 cases of term birth. (1) Compared to the term birth group, transabdominal cervical length (median: 37.6 vs 33.2 mm; Z=-3.838, P<0.001) and transvaginal cervical length (median: 34.0 vs 29.9 mm, Z=-3.030, P=0.002) in the spontaneous preterm birth group were significantly shorter. (2) The areas under the ROC curve for predicting spontaneous preterm birth by transabdominal and transvaginal cervical length were 0.699 (95% CI: 0.588-0.809) and 0.657 (95% CI: 0.540-0.774), respectively. The sensitivity, specificity and positive predictive value of transvaginal cervical length Conclusions:In singleton pregnancy women with low risk of preterm birth, transabdominal-transvaginal cervical length sequential screening can reduce unnecessary transvaginal ultrasounds by approximately 41% without missing the diagnosis of pregnant women with a short cervix. This method also enhances the effectiveness of transvaginal cervical length to spontaneous preterm birth.

The lower limit of preterm birth varies around the world. In China, the lower limit of preterm infants is set at the gestational age of 28 +0-36 +6 weeks or birth weight ≥1 000 g. Extremely preterm infants are defined as neonates born before 28 weeks of gestation by the World Health Organization. With the development of perinatal medicine and the achievements in neonatal care, the survival rate and the short/long-term outcomes of extreme preterm infants have been greatly improved in China. This article reviews the survival rate, mortality/severe disability rate and medical costs of extremely preterm infants, aiming to provide reference for setting the right lower limit of gestational age for preterm births.

Objective: To compare the efficacy and safety of combining diosmin with Jiuhua hemorrhoid suppository versus diosmin alone for the treatment of hemorrhoid hemorrhage. Methods: The Jiuhua hemorrhoid suppository study was conducted in 10 medical centers across China from April 1, 2019 to June 30, 2020. Patients with hemorrhoid bleeding were randomized in a ratio of 1 : 1 to either receive Jiuhua hemorrhoid suppository and diosmin tablets (the study group) or diosmin tablets alone (the control group). The suppository was used once a day after defecation or at bedtime after rinsing the anus with warm water. Diosmin tablets were administered only once a day (0.9 g). The primary endpoint of the study was the assessment of hemorrhoid bleeding relief 7 ± 2 days after treatment, classified as “very effective” “effective” and “ineffective”. The secondary endpoint included the evaluation of pain alleviation using the visual analogue scale (VAS, with scores ranging from 0 to 10) and edema (with scores ranging from 0 to 3). The safety of the two treatment regimens was evaluated 14 ± 2 days after drug administration. Results: The full analysis set (FAS) comprised 107 participants in the study group and 111 in the control group, while the per-protocol set (PPS) included 106 participants in the study group and 111 in the control group. In terms of hemorrhoid bleeding, the proportion of very effective and effective cases in the study group were significantly higher than that in the control group [106 (99.06%) vs. 91 (81.98%), P < 0.0001] in the FAS, and the PPS results [105 (99.06%) vs. 91 (81.98%), P < 0.0001] were comparable to the FAS results. The pain VAS scores at day 7 after treatment were comparable between the two groups (0.80 ± 1.17 vs. 0.80 ± 1.20, P = 0.2177). The majority of the participants in both groups had an edema score of 0 at day 7 after treatment [96 (89.72%) vs. 99 (91.67%), P = 0.370 5]. Adverse events (AEs) occurred in 9 patients (8.4%) in the study group and 3 patients (2.7%) in the control group. In addition, 5 AEs in the study group and 1 AE in the control group were possibly in association with the study drug. Conclusion Compared with the administration of diosmin oral tablets alone, the addition of Jiuhua hemorrhoid suppository to the tablets demonstrates enhanced efficacy in addressing hemorrhoid bleeding, with satisfactory patient adherence and acceptable safety.

Objective:To explore the clinical significance of cervical length (CL) measured by transabdominal ultrasound during fetal structural anomalies screeing at 20-24 +6 weeks of gestation. Methods:This was a retrospective nested case-control study based on a prospective longitudinal cohort of "Prediction and Prevention of Early-onset Preeclampsia", which recruited 4 995 singleton pregnant women at the gestational age of 11-13 +6 weeks in Nanjing Drum Tower Hospital from April 2019 to August 2022. All the subjects underwent second-trimester ultrasound screening for fetal structural anomalies in our hospital with image records. This study excluded the women who were lost to follow-up, underwent cervical cerclage, terminated the pregnancy due to personal or social factors, or had miscarriage before 20 weeks of gestation, and those with iatrogenic preterm births, intrauterine fetal death or no second-trimester cervical sonography images. Propensity score matching was used to match pregnant women with spontaneous preterm birth ( n=101) and those with full-term delivery ( n=101) in a 1∶1 ratio, with factors of maternal age, body mass index, preterm birth history, cesarean section history, and pregnancy interval ≥5 years. CL was measured based on the retained ultrasound images. Nonparametric test or Chi-square test were used for statistical analysis. Receiver operating characteristic (ROC) curve was used to evaluate the correlation between CL measured by transabdominal ultrasound in the second trimester and spontaneous preterm birth. Results:The CL measured by transabdominal ultrasound at 20-24 +6 weeks of gestation was significantly shorter in the spontaneous preterm birth group than that in the full-term group [2.8 cm (2.5-3.3 cm) vs. 3.4 cm (3.0-3.9 cm), Z=－5.85, P<0.001]. If CL<3.4 cm was used as the cut-off value for predicting spontaneous preterm birth (20-36 +6 weeks), the specificity and the sensitivity were 0.50 and 0.77, respectively, and the sensitivity reached 0.92 for predicting preterm birth before 32 weeks and 1.00 for predicting preterm birth before 28 weeks. If CL<3.7 cm was used as the cut-off value, the specificity and the sensitivity were 0.36 and 0.87, respectively, and the sensitivity was 1.00 for predicting preterm birth before 32 weeks. The efficacy of preterm birth screening at 28-36 +6 weeks of gestation was comparable to that at 20-36 +6 weeks, if CL<3.4 cm and CL<3.7 cm were used as the cut-off value, the sensitivity were 0.76 and 0.86, respectively. Conclusion:Transabdominal ultrasound measurement of CL in the second trimester can be a preliminary screening to determine whether further transvaginal ultrasound measurement of CL is needed for women without a history of preterm birth or late spontaneous abortion.

Objective:To evaluate the performance of biomarkers in aneuploidy screening in the first trimester-pregnancy associated plasma protein A(PAPP-A) combined with Fetal Medicine Foundation (FMF)'s competing risk model in screening preeclampsia among our population.Methods:This study was based on a prospective cohort of singleton pregnant women who underwent aneuploidy screening in the first trimester in Nanjing Drum Tower Hospital from January 2017 to September 2020. Mean arterial pressure (MAP), uterine artery pulsatility index (UtA-PI), and PAPP-A were converted into multiples of median (MoM) using the algorithm disclosed on the website of the FMF (fetalmedicine.org). The predictive outcomes of maternal factors alone or in combination with MAP, UtA-PI, and PAPP-A (alone or in combination) were calculated. Chi-square test, Fisher's exact test or rank sum test were used for comparison among groups and Bonferroni method for pairwise comparisons. Receiver operating characteristic (ROC) curve was used to evaluate the screening efficiency and to calculate the sensitivities of predicting preeclampsia, term and preterm preeclampsia at false-positive rates of 5% and 10%. The predictive performance of this model was further compared to the screening strategy that was recommended in Diagnosis and treatment of hypertension and pre-eclampsia in pregnancy: a clinical practice guideline in China (2020). Results:Among the 5 144 singleton pregnancy women who were recruited in the cohort, 4 919 cases were included and analyzed in this study. A total of 223 cases were diagnosed as preeclampsia (4.5%), including 55 preterm (1.1%) and 168 term preeclampsia (3.4%). The median of MoM values of MAP, UtA-PI, and PAPP-A in the non-preeclampsia group were around 1.0±0.1. Statistical significance was observed in the difference of MAP, UtA-PI, and PAPP-A Mom between women with preterm preeclampsia and those without preeclampsia [1.061 (0.999-1.150) vs 0.985 (0.935-4.043), 1.115 (0.873-1.432) vs 1.039 (0.864-1.236), 0.820 (0.493-1.066) vs 1.078 (0.756-1.508)], which was also seen in the difference of MAP and PAPP-A Mom between women with term preeclampsia and those without preeclampsia [1.065 (1.002-1.133) vs 0.985 (0.935-4.043), 1.007 (0.624-1.393) vs 1.078 (0.756-1.508)] (all P<0.025). The combination screening with maternal factors+MAP+UtA-PI+PAPP-A was noted for the best efficiency. In predicting preeclampsia preterm and term preeclampsia at the false-positive rate of 10%, the sensitivity of the model was 53.0%, 76.4% and 44.6% respectively. Using the screening method recommended in Diagnosis and treatment of hypertension and pre-eclampsia in pregnancy: a clinical practice guideline in China(2020), the proportion of people at high risk of preeclampsia was 5.9% (290/4 919), and the sensitivity for predicting preterm preeclampsia was 25.5% (14/55), which was significantly lower than the combination screening with maternal factors+MAP+UtA-PI+PAPP-A [65.5% (36/55)] when using the same proportion of high-risk population. Conclusion:The preeclampsia screening model based on aneuploidy screening biomarkers in the first trimester--PAPP-A in combination with materral factors, MAP, UtA-PI, can effectively screen preterm preeclampsia in the local population without increasing the laboratory costs.

Objective:To construct the gestational‐age‐specific blood pressure curve and percentile blood pressure values of pregnant women in Jiangsu Province, and to explore the clinic significance of the blood pressure changes in women whose blood pressure was less than 140/90 mmHg (1 mmHg=0.133 kPa) in each trimester and eventually developed pregnancy induced hypertension (PIH) or pre-eclampsia (PE).Methods:A prospective longitudinal cohort during pregnancy was built. Singleton pregnant women in the first trimester (11-13 +6 weeks) were recruited from July 2017 to September 2020 in Nanjing Drum Tower Hospital, and were followed up in the second trimester (19-23 +6 weeks), the third trimester (30-33 +6 weeks) and approaching the expected date of delivery (35-38 +6 weeks). The Viewpoint 6.0 software was used to record pregnancy-related information. The blood pressure was measured by standard methods in our clinic. Least mean square (LMS) function was performed to fit the gestational-age-specific blood pressure curve and percentile blood pressure values were calculated at every follow‐up time point. Logistic regression was applied to calculate the OR for the groups with blood pressure ≥95th percentile ( P95). Results:There were 3 728 singleton pregnant women invited in this study, including 3 490 normal pregnant women (93.62%, 3 490/3 728), and 238 pregnant women with PIH or PE (6.38%, 238/3 728). Gestational-age-specific blood pressure curve showed that systolic blood pressure (SBP), diastolic blood pressure (DBP) and mean arterial pressure (MAP) decreased in the second trimester, compared with those in the first and the third trimester, however the fluctuation of blood pressure was low, but regardless of the gestational age, P95 of SBP, DBP and MAP increased by 14, 11 and 11 mmHg respectively, compared with 50th percentile ( P50). In the first trimester, the risk of developing PIH or PE finally in pregnant women with blood pressure ≥ P95 was 4.36-fold (95% CI: 2.99-6.35) for SBP than women with SBP< P95, 5.22-fold (95% CI: 3.65-7.46) for DBP and 5.14-fold (95% CI: 3.61-7.32) for MAP. When approaching the expected date of delivery, the corresponding risks of the women with blood pressure ≥ P95 were 16.76 times, 27.45 and 27.31 times respectively than those of the women with blood pressure < P95. In the first trimester, every 1 mmHg elevation of SBP the risk developing PIH or PE increased by 24% ( OR=1.24, 95% CI: 1.15-1.33), 44% ( OR=1.44, 95% CI: 1.31-1.59) for DBP and 47% ( OR=1.47, 95% CI: 1.33-1.61) for MAP, respectively. The risk in the second trimester was similar to that in the first trimester, and in the third trimester, the risk was further increased. When approaching the expected date of delivery, DBP or MAP increased by 1 mmHg, the risk developing PIH or PE was double; while SBP increased by 1 mmHg, the risk increased by 58%. The areas under the receiver operator characteristic curves of SBP, DBP and MAP were similar for predicting PIH or PE, and the predictive efficiency were all poor. Conclusions:Construction of percentile blood pressure values for pregnant women is helpful in identification of high-risk women of developing PIH or PE. The risk of PIH or PE in pregnant women with blood pressure ≥ P95 but <140/90 mmHg has significantly increased compared with women with blood pressure < P95.

Objective:To investigate the effects of gestational weight gain (GWG) at different stages on pregnancy complications such as preeclampsia, gestational hypertension, gestational diabetes mellitus(GDM), small for gestational age (SGA), and large for gestational age (LGA).Methods:This was a prospective longitudinal cohort study. Singleton pregnancies at 11-13 +6 weeks of gestation in the Affiliated Drum Tower Hospital, Medical School of Nanjing University from January 2017 to November 2019 were recruited. The maternal height, weight, blood pressure, and fetal ultrasonic parameters were measured at 19-23 +6, 29-34 +6, and 35-40 +6 weeks of gestation by face-to-face interview and the pregnancy outcomes were followed up. All participants were grouped by body mass index (BMI) in the first trimester, with <18.50 kg/m 2 as underweight group, 18.50-23.99 kg/m 2 as normal group, ≥24.00 kg/m 2 as overweight/obesity group. Chi-square test and rank-sum test were adopted for comparison among groups. Weekly weight gain was converted into Z scores, and insufficient, appropriate, and excessive weight gain were respectively defined when Z<-1, -1≤ Z≤1, and Z>1. The effect of weekly weight gain at different gestational trimesters on pregnancy complications was analyzed by binary logistic regression. Results:Totally, 4 143 pregnant women entered the cohort. After excluding 327 cases, 3 816 were finally included in the analysis, with 394 in underweight group, 2 668 in normal group, and 754 in overweight/obesity group. Excessive weekly weight gain in the early second trimester was a risk factor for LGA( aOR=1.78, 95% CI:1.31-2.42, P<0.001), and in the later second trimester it was associated with preterm preeclampsia ( aOR=3.00, 95% CI: 1.26-7.10, P=0.013), gestational hypertension ( aOR=2.38, 95% CI: 1.44-3.94, P=0.001), and LGA ( aOR=1.59, 95% CI: 1.15-2.22, P=0.005). In the third trimester, excessive weekly weight gain was associated with higher risks of term preeclampsia ( aOR=2.70, 95% CI: 1.61-4.54, P<0.001) and gestational hypertension ( aOR=1.84, 95% CI: 1.05-3.21, P=0.033); while insufficient weekly weight gain was a risk factor for SGA ( aOR=1.58, 95% CI: 1.01-2.48, P=0.045), but a protective factor for term preeclampsia ( aOR=0.37, 95% CI: 0.14-0.97, P=0.041). Insufficient and excessive weekly weight gain in the early second trimester were not related to GDM (both P>0.05). Conclusions:GWG at different stages has different effects on pregnancy complications. A more relaxed control of GWG in the early second trimester combined with strict control in both the later second trimester and the third trimester may be a reasonable strategy to reduce the risk of preeclampsia without increasing the risk of SGA.

Objective: To investigate the proteomic characteristics of overweight/obesity and related abnormal glucose and lipid metabolism caused by phlegm-dampness retention to identify related biomarkers. Methods: Seventy-one subjects were enrolled in the study. We assessed blood glucose, blood lipids, body mass index (BMI), and phlegm-dampness pattern, which was confirmed by a traditional Chinese med-icine clinician. Of the participants, we included healthy participants with normal weight (NW, n =23), overweight/obese participants with normal metabolism (ONM, n = 19), overweight/obese participants with pre-diabetes (OPD, n = 12), and overweight/obese participants with marginally-elevated blood lipids (OML, n = 17). Among them, the ONM, OPD, and OML groups were diagnosed with phlegm-dampness pattern. The data-independent acquisition (DIA) method was first used to analyze the plasma protein expression of each group, and the relevant differential proteins of each group were screened. The co-expressed proteins were evaluated by Venn analysis. The pathway analyses of the differential proteins were analyzed using Ingenuity Pathway Analysis (IPA) software. Parallel reaction monitoring (PRM) was used to verify the differential and common proteins in each group. Results: After comparing ONM, OPD, and OML groups with NW group, we identified the differentially expressed proteins (DEPs). Next, we determined the DEPs among OPD, OML, and ONM groups. Using Venn analysis of the DEPs in each group, 24 co-expressed proteins were screened. Two co-expressed proteins were verified by PRM. IPA analysis showed that pathways including LXR/RXR activation, acute phase response signaling, and FXR/RXR activation were common to all three groups of phlegm-damp overweight/obesity participants. However, the activation or inhibition of these pathways was different among the three groups. Conclusion: Participants with overweight/obesity have similar proteomic characteristics, though each type shows specific proteomic characteristics. Two co-expressed proteins, VTN and ORM1, are potential biomarkers for glucose and lipid metabolism diseases with overweight/obesity caused by phlegm-dampness retention.