1.Impact of complex environmental exposures on acute symptoms in Jinan: Based on LASSO variable selection and generalized additive mixed models
Yongxue CUI ; Fangyi WANG ; Qi ZHANG ; Caixia MA ; Xingyi GENG
Journal of Environmental and Occupational Medicine 2025;42(10):1177-1184
Background Air pollution and meteorological factors exert complex nonlinear effects on acute symptoms in the population, with intricate interactions among these factors. Traditional statistical methods struggle to simultaneously address complex nonlinear relationships and multicollinearity issues. Objective To delineate the dynamic effects of air pollutants and meteorological parameters on acute symptoms in three distinct populations with the multicollinearity being addressed and to generate reliable scientific evidence for prevention and control of health risk factors. Methods A time-series study design was employed to collect data on air pollution (daily mean temperature, daily precipitation, daily mean relative humidity, and daily mean wind speed), meteorological factors [Air Quality Index (AQI), fine particulate matter (PM2.5), inhalable particulate matter (PM10), sulfur dioxide (SO2), nitrogen dioxide (NO2), carbon monoxide (CO), and 8-hour maximum ozone (O3)], and acute symptoms such as fever, cough, and sore throat in Jinan from June to December 2023. Key variables were selected using least absolute shrinkage and selection operator (LASSO) regression, followed by generalized additive mixed modeling (GAMM) to analyze the health effects of combined environmental exposures to air pollution and meteorological factors. Linear variables were modeled using linear mixed-effects function, nonlinear variables were smoothed using thin-plate regression splines, and variables with interaction effects were smoothed using low-rank scale-invariant tensor product splines. Fluctuations in independent variables following a normal distribution were treated as sampling errors and incorporated as random effects in the GAMM. Results For fever, the daily mean temperature, daily mean relative humidity, daily mean wind speed, and ambient SO2 were statistically significant (P<0.05), with daily mean wind speed being a linear influencing factor. When the daily mean temperature was below 3 °C, each 10 °C increase corresponded to a relative risk (RR) of 2.64 (95%CI: 2.50, 2.79). When the daily mean temperature was ≥3 °C, each 10 °C increase corresponded to an RR of 0.86 (95%CI: 0.83, 0.89). Each 10% increase in daily mean relative humidity was associated with an RR of 0.93 (95%CI: 0.89, 0.97). Each 1 m·s−1 increase in daily mean wind speed corresponded to an RR of 1.06 (95%CI: 1.02, 1.10). Within the concentration ranges of <10 μg·m−3, 10–<12.5 μg·m−3, and ≥12.5 μg·m−3, each 1 μg·m−3 increase in ambient SO2 corresponded to RR values of 1.01 (95%CI: 0.98, 1.05), 1.21 (95%CI: 1.17, 1.24), and 0.97 (95%CI: 0.94, 0.99), respectively. For cough, the daily mean temperature, daily mean relative humidity, PM10, and SO2 were statistically significant (P<0.001), with PM10 being a linear influencing factor. When the daily mean temperature was below 1 °C, each 10 °C increase corresponded to an RR of 1.47 (95%CI: 1.42, 1.52). When the daily mean temperature was ≥1 °C, each 10 °C increase corresponded to an RR of 0.85 (95%CI: 0.82, 0.87). Each 10% increase in daily mean relative humidity was associated with an RR of 0.95 (95%CI: 0.92, 0.98). Each 50 μg·m−3 increase in PM10 concentration corresponded to an RR of 1.05 (95%CI: 1.02, 1.08). Within the concentration ranges of <10 μg·m−3, 10–<12.5 μg·m−3, and ≥ 12.5 μg·m−3, each 1 μg·m−3 increase in ambient SO2 corresponded to RR values of 1.00 (95%CI: 0.97, 1.03), 1.12 (95%CI: 1.09, 1.16), and 0.98 (95%CI: 0.95, 1.00), respectively. For sore throat, the daily mean temperature, daily mean relative humidity, daily mean wind speed, PM10, and SO2 were statistically significant (P<0.05), with daily mean wind speed and PM10 being linear influencing factors. When the daily mean temperature was below 2 °C, each 10 °C increase corresponded to an RR of 1.82 (95%CI: 1.69, 1.96). When the daily mean temperature was ≥2 °C, each 10 °C increase corresponded to an RR of 0.81 (95%CI: 0.77, 0.87). Each 10% increase in daily mean relative humidity was associated with an RR of 0.94 (95%CI: 0.88, 1.00). Within the concentration ranges of <10 μg·m−3, 10–<12.5 μg·m−3, and ≥12.5 μg·m−3, each 1 μg·m−3 increase in ambient SO2 corresponded to RR values of 1.02 (95%CI: 0.97, 1.08), 1.13 (95%CI: 1.08, 1.19), and 0.98 (95%CI: 0.94, 1.02), respectively. Each 1 m·s−1 increase in daily mean wind speed and each 50 μg·m−3 increase in PM10 concentration were associated with RR values of 1.06 (95%CI: 1.00, 1.12) and 1.04 (95%CI: 0.98, 1.10), respectively. An interaction effect was observed between daily mean wind speed and PM10: increasing daily mean wind speed non-linearly reduced the impact of PM10, on sore throat whereas PM10 had no significant effect on wind speed. Conclusion This study, by combining LASSO and GAMM, largely eliminates the multicollinearity among selected variables. It reveals complex non-linear effects and interactions between air pollutants, meteorological factors, and acute symptoms in different population groups in Jinan. The symptoms like fever, cough, and sore throat are non-linearly associated with daily mean temperature and SO2 concentration, while PM10 and wind speed show a linear relationship or interactive effects. These findings provide a new basis for the precise prevention and control of health risk factors.
3.Postoperative laboratory markers as predictors of early spinal surgical site infections: A retrospective cohort study.
Tianhong CHEN ; Renxin CHEN ; Hongliang ZHANG ; Qinyu FENG ; Lin CAI ; Jingfeng LI
Chinese Journal of Traumatology 2025;28(6):412-417
PURPOSE:
To screen laboratory markers with predictive value in early spinal surgical site infections (SSI) that are diagnosed within 30 days postoperatively.
METHODS:
Patients who underwent surgical treatment for internal spinal fixation between March 2022 and March 2023 in our hospital were retrospectively studied. The inclusion criteria were aged >18 years, undergoing internal fixation surgery, complete medical records with >30 days of postoperative follow-up, diagnosis was made within 30 days postoperatively, and an informed consent form was obtained. The exclusion criteria were abnormal white blood cell count or neutrophil percentage in the preoperative blood routine and combined diseases that may affect the C-reactive protein (CRP) or procalcitonin (PCT) values, including lower respiratory tract infection, renal insufficiency, and liver disease. We collected patients' personal information, surgical information, and blood laboratory data, including CRP, PCT, lymphocyte-neutrophil ratio, platelet-neutrophil ratio, and routine blood tests on preoperative and postoperative days 3, 5, and 7, from these patients. These data were statistically analyzed to determine which laboratory markers were statistically significant. The diagnostic value and optimal diagnostic threshold of these laboratory markers were further determined by receiver operating characteristic curve analysis.
RESULTS:
A total of 106 patients were enrolled in this study, of whom 8 patients were diagnosed with early SSI. A total of 4 laboratory markers were screened, namely, CRP on postoperative day 7 (optimal diagnostic threshold of ≥64.1 mg/L, sensitivity of 100%, specificity of 76.5%, area under the curve (AUC) of 0.908), PCT on postoperative day 7 (optimal diagnostic threshold of ≥0.2 ng/mL, sensitivity of 87.5%, specificity of 94.1%, AUC of 0.967), lymphocyte count on postoperative day 5 (optimal diagnostic threshold of ≤0.67 × 109/L, sensitivity of 50%, specificity of 95.9%, AUC of 0.760), and lymphocyte count on postoperative day 7 (optimal diagnostic threshold of ≤1.32 × 109/L, sensitivity of 87.5%, specificity of 55.1%, AUC of 0.721).
CONCLUSION
We concluded that CRP and PCT levels on postoperative day 7 and lymphocyte counts on postoperative days 5 and 7 are useful markers in screening for early spinal SSI.
Humans
;
Retrospective Studies
;
Male
;
Female
;
Biomarkers/blood*
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Middle Aged
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C-Reactive Protein/analysis*
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Surgical Wound Infection/blood*
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Procalcitonin/blood*
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Adult
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Aged
;
Postoperative Period
;
ROC Curve
;
Predictive Value of Tests
;
Spine/surgery*
4.Small-molecule probes based on natural products: Elucidation of drug-target mechanisms in stroke.
Xingyue JIN ; Suyi LIU ; Shujing CHEN ; Rui HAN ; Xingyi SUN ; Mingyan WEI ; Yanxu CHANG ; Lin LI ; Han ZHANG
Journal of Pharmaceutical Analysis 2025;15(11):101290-101290
Natural products (NPs) are an important source of new drugs for the treatment of stroke. Identifying cellular targets for bioactive molecules is a major challenge and critical issue in the development of new drugs for stroke. Small-molecule probes play a unique role in target discovery. However, drawbacks to these probes include non-specificity, unstable activity, and difficulty in synthesis. Small-molecule probes based on NPs at least partially compensate for these shortcomings. NPs feature rich chemical and structural diversity, biocompatibility, and unique biological activities. These features could be exploited to provide new ideas and tools for target discovery. Small-molecule probes based on NPs provide a precise and direct search for interacting protein targets of NPs-active small molecules. This review explores the properties of small-molecule probes based on NPs and their applications in mechanistic studies of stroke and other diseases. We hope that this review will bring new perspectives to the mechanistic study of NPs-active small molecules and accelerate the translation of these ingredients into drug candidates for the treatment of stroke.
5.Mechanisms of Traditional Chinese Medicine in Prevention and Treatment of Stroke by Regulating Ferroptosis: A Review
Mingyan WEI ; Shanze LI ; Rui HAN ; Qingbi LI ; Xingyi SUN ; Han ZHANG ; Lin LI
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(12):313-321
Stroke is one of the leading causes of death and disability worldwide, ranking as the second leading cause of mortality globally and the primary cause of adult disability. Its pathological process involves complex cascade mechanisms, with high incidence and disability rates, posing a major threat to human health. According to statistics from the World Health Organization, more than 13 million new cases of stroke occur globally each year, resulting in direct medical costs and socioeconomic burdens amounting to hundreds of billions of dollars. In recent years, breakthroughs in the study of programmed cell death mechanisms have provided new insights into stroke treatment. Among them, ferroptosis, a novel form of cell death driven by iron-dependent lipid peroxidation, has attracted widespread attention in the pathological process of stroke. Ferroptosis is closely associated with iron metabolism disorders, oxidative stress, and lipid peroxidation, and exhibits unique regulatory effects in key pathological processes of stroke, such as ischemia-reperfusion injury, disruption of the blood-brain barrier, and neuronal apoptosis. It plays an important role in post-stroke neurological damage. Chinese medicine, as an essential component of traditional Chinese medicine (TCM), has demonstrated advantages in modulating ferroptosis and exerting neuroprotective effects. This review systematically summarizes current research on the neuroprotective mechanisms of Chinese medicine compound formulas and monomers through the regulation of ferroptosis pathways in post-stroke conditions, aiming to provide a basis for optimizing clinical treatment strategies and exploring new therapeutic approaches, and to offer new strategies and approaches for stroke treatment.
6.Mechanisms of Traditional Chinese Medicine in Prevention and Treatment of Stroke by Regulating Ferroptosis: A Review
Mingyan WEI ; Shanze LI ; Rui HAN ; Qingbi LI ; Xingyi SUN ; Han ZHANG ; Lin LI
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(12):313-321
Stroke is one of the leading causes of death and disability worldwide, ranking as the second leading cause of mortality globally and the primary cause of adult disability. Its pathological process involves complex cascade mechanisms, with high incidence and disability rates, posing a major threat to human health. According to statistics from the World Health Organization, more than 13 million new cases of stroke occur globally each year, resulting in direct medical costs and socioeconomic burdens amounting to hundreds of billions of dollars. In recent years, breakthroughs in the study of programmed cell death mechanisms have provided new insights into stroke treatment. Among them, ferroptosis, a novel form of cell death driven by iron-dependent lipid peroxidation, has attracted widespread attention in the pathological process of stroke. Ferroptosis is closely associated with iron metabolism disorders, oxidative stress, and lipid peroxidation, and exhibits unique regulatory effects in key pathological processes of stroke, such as ischemia-reperfusion injury, disruption of the blood-brain barrier, and neuronal apoptosis. It plays an important role in post-stroke neurological damage. Chinese medicine, as an essential component of traditional Chinese medicine (TCM), has demonstrated advantages in modulating ferroptosis and exerting neuroprotective effects. This review systematically summarizes current research on the neuroprotective mechanisms of Chinese medicine compound formulas and monomers through the regulation of ferroptosis pathways in post-stroke conditions, aiming to provide a basis for optimizing clinical treatment strategies and exploring new therapeutic approaches, and to offer new strategies and approaches for stroke treatment.
7.Impact of pre-pregnancy BMI on the cumulative live birth rate and perinatal outcomes in patients with PCOS undergoing first IVF/ICSI
Xingyi WANG ; Jianing XU ; Meng LI ; Cuilian ZHANG ; Shaodi ZHANG
Chinese Journal of Obstetrics and Gynecology 2025;60(6):439-449
Objective:To investigate the effect of pre-pregnancy body mass index (BMI) on the cumulative live birth rate (CLBR) and perinatal outcomes in women with polycystic ovary syndrome (PCOS) undergoing first in vitro fertilization or intracytoplasmic sperm injection (IVF/ICSI).Methods:The clinical data of 1 013 patients with PCOS who received first IVF/ICSI treatment in Reproductive Medicine Center, Henan Provincial People′s Hospital from January 2017 to June 2020 were retrospectively analyzed. According to BMI China standard, they were divided into: normal weight group (18.5≤BMI<24.0 kg/m 2, 388 cases), overweight group (24.0≤BMI<28.0 kg/m 2, 367 cases), obese group (BMI≥28.0 kg/m 2, 258 cases). The effect of BMI on CLBR was analyzed by univariate analysis, multivariate logistic regression analysis and smooth curve fitting. The role of homeostasis model assessment of insulin resistance index (HOMA-IR) in the process of BMI on CLBR was analyzed by mediation analysis. Results:Among three groups, female age, basal level of follicle stimulating hormone, type of infertility and ovulation induction regimens were similar (all P>0.05). The infertility duration, basal testosterone level, HOMA-IR, the ovulation induction time and the total gonadotropin dosage increased with BMI (all P<0.01), anti-Müllerian hormone, basal luteinizing hormone level, the number of retrieved oocytes and available embryos decreased with BMI (all P<0.05). CLBR decreased with BMI increasing [84.08% (301/358) vs 74.26% (251/338) vs 71.88% (161/224); P<0.001]. The incidence of hypertensive disorder in pregnancy was highest in obese group, while premature rupture of membranes rate, premature delivery rate, low birth weight rate and macrosomia birth rate were the lowest in normal weight group. After adjusting for confounding factors, both smooth curve fitting and multiple logistic regression analysis revealed a significant trend: CLBR declined with increasing BMI ( OR=0.93, 95% CI: 0.89-0.97; P=0.002), with a reduction of 41% ( OR=0.59, 95% CI: 0.39-0.91; P=0.020) in overweight group, and a reduction of 48% ( OR=0.52, 95% CI: 0.32-0.83; P=0.010) in obese group. HOMA-IR mediated the effect of BMI on CLBR by 27.5% ( P<0.05). Conclusions:High BMI before IVF/ICSI in PCOS patients negatively impacts CLBR and raises maternal and infant risks during pregnancy and the perinatal period. 27.5% of the effect of BMI on CLBR is mediated by HOMA-IR. Thus, PCOS patients should manage their BMI and enhance insulin sensitivity prior to pregnancy.
8.Aloe-emodin inhibits scar tissue fibrosis through thrombospondin-1-PI3k-Akt pathway.
Hongbao GENG ; Xingyi ZHANG ; Siwei ZHOU ; Na LI ; Jia LIU ; Xuewei YUAN ; Chunliu NING ; Xudong ZHANG ; Wei HUANG
West China Journal of Stomatology 2025;43(5):636-647
OBJECTIVES:
To propose a hypothesis that aloe-emodin may inhibit scar tissue fibrosis through thrombospondin-1(THBS1)-PI3K-Akt pathway.
METHODS:
By cultivating fibroblasts derived from scar tissue after cleft palate surgery in humans, aloe emodin of different concentrations (10, 20, 30, 40 and 50 μmol/L) was added to the cells which activity was detected. At the same time, transcriptome sequencing was performed on scar tissue and cells, and bioinformatics methods were used to explore potential targets and signaling pathways of scar tissue fibrosis.
RESULTS:
Aloe-emodin had a concentration dependent inhibitory effect on fibroblast proliferation,with the 40 μmol/L concentration group showing the most significant effect. The results of tissue and cell sequencing indicated that differentially expressed genes were significantly enriched in extracellular matrix-receptor interaction pathway, and shared a common differential gene which was THBS1. The ORA analysis results indicated that differentially expressed genes, including THBS1, were significantly enriched in the PI3K-Akt signaling pathway.
CONCLUSIONS
Aloe emodin may inhibit the PI3K-Akt pathway by downregulating THBS1, thereby reducing the proliferation activity of fibroblasts derived from postoperative palatal scar tissue.
Thrombospondin 1/genetics*
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Humans
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Signal Transduction/drug effects*
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Fibroblasts/cytology*
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Proto-Oncogene Proteins c-akt/metabolism*
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Fibrosis
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Phosphatidylinositol 3-Kinases/metabolism*
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Cicatrix/metabolism*
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Cell Proliferation/drug effects*
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Anthraquinones/pharmacology*
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Cells, Cultured
9.Clinical study on the application of universal red blood cells in emergency treatment for patients with hemorrhagic shock
Jinqi LI ; Mei ZHOU ; Xingyi WANG ; Rui ZHANG ; Yan ZANG ; Zhanshan CHA ; Bao hua QIAN ; Haihui GU
Chinese Journal of Blood Transfusion 2025;38(10):1320-1326
Objective: To evaluate the safety and efficacy of the emergency infusion protocol for universal red blood cells by analyzing its clinical application in patients treated at our hospital's war trauma and emergency center. Methods: Data were collected from 133 patients who received universal red blood cell transfusion in the war trauma center of our hospital from January 2016 to December 2024. The basic information, universal red blood cell transfusion volume, compatible blood components, transfusion volume, blood routine (Hb, Hct), liver and kidney function (ALT, AST, TBil, DBil, creatinine, etc.) and coagulation function (PT, APTT, Fib, etc.) before and after transfusion were retrospectively analyzed. Results: Among the 133 patients who received a total of 374 units of universal red blood cells, the 24-hour survival rate was 62.4% (83/133). Spearman correlation analysis showed a positive correlation between shock index and universal red blood cell transfusion volume (r=0.283, P<0.05). Patients were stratified by universal red blood cell transfusion volume (≤ 3 U vs ≥ 4 U). The low volume group had less homotypic red blood cell transfusion volume and total transfusion volume at different time points, and the difference was statistically significant: within 2 h [2(2, 4)vs 4(3, 7), P=0.033<0.05], 0~24 h [6(4, 9) vs 8(6, 14), P=0.028<0.05], total transfusion volume [13(8, 20)vs 19(12, 35), P=0.021<0.05]. No acute hemolytic transfusion reaction occurred within 24 hours after transfusion of universal red blood cell. Conclusion: Universal red blood cells are safe for use in emergency treatment. Furthermore, the shock index combined with the volume of universal red blood cells transfused can predict subsequent transfusion requirements and enables the early reservation of compatible blood, thereby preventing delayed resuscitation.
10.Visualization analysis of knowledge map and trends in glymphatic system research
Xingyi MA ; Huijing LI ; Juan LI ; Dongling ZHONG ; Yuan ZHANG ; Hong TANG ; Yuxi LI ; Rongjiang JIN
Chinese Journal of Tissue Engineering Research 2025;29(23):5051-5060
BACKGROUND:The clearance pathway of metabolic waste in the brain is crucial for maintaining neural homeostasis.The accumulation of metabolic waste disrupts this equilibrium,representing a common pathological feature of many central nervous system diseases.In recent years,research focusing on the glymphatic system has emerged as a hotspot in the nervous system field.OBJECTIVE:To construct a knowledge map of glymphatic system research,visually analyze the current state of research,main hotspots,and future development trends within this area.METHODS:Utilizing CiteSpace,VOSviewer,and the Bibliometrix package in the R language environment,this study conducted an in-depth visual analysis of glymphatic system-related literature from the Web of Science Core Collection database,spanning from January 2012 to March 2024.This analysis included authors,institutions,countries,journals,keywords,and co-citation frequencies.RESULTS AND CONCLUSION:A total of 687 related articles were included in this study.The number of publications in this field increased year by year,showing an explosive growth trend in the past three years.The countries,institutions,and authors with the largest number of publications in this research field were the United States,University of Rochester,and Professor Maiken Nedergaard.The journal with the highest number of publications was JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM.The high-frequent and high-central keywords mainly focused on the mechanism such as cerebrospinal fluid hydrodynamics,neurological diseases such as Alzheimer's disease,and imaging techniques such as diffusion tensor imaging.The literature with the highest co-citation frequency was a classic review of the glymphatic system.The above results show that the research of glymphatic system is an emerging and active field,which has attracted wide attention at home and abroad and gradually expand from theoretical research to clinical practice.

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