ObjectiveTo investigate the relationship between solute carrier family 7 member 11 （SLC7A11） expression in esophageal squamous cell carcinoma （ESCC） and clinical prognosis， and to determine its effects on ESCC cell growth， migration， and other biological activities. MethodsSLC7A11 protein expression was measured in 310 ESCC tissues and 259 adjacent normal tissues using immunohistochemistry to statistically assess the association of SLC7A11 with clinicopathologic characteristics and prognosis in ESCC patients. The expression of SLC7A11 in ESCC cell lines was suppressed through siRNA-mediated knockdown. The specific effects of SLC7A11 knockdown on proliferation and migration were evaluated using CCK-8， clonogenic assay， and Transwell assays. Adenosine triphosphate （ATP）， lactic acid and pyruvate assays were used to measure ESCC metabolism. ResultsSLC7A11 protein expression was localized predominantly in the cytoplasm of ESCC tissues. Significantly higher SLC7A11 expression levels were observed in ESCC tissues compared to adjacent normal tissues （P<0.001）. High SLC7A11 expression was associated with poorer differentiation in patients （P<0.01）. Kaplan-Meier survival analysis demonstrated significantly shorter overall survival in patients with high SLC7A11 expression compared to those with low expression （P<0.05）. CCK-8 and colony formation assays demonstrated that the knockdown of SLC7A11 expression significantly suppressed the proliferative capacity of tumor cells （P<0.001）. Furthermore， Transwell assays revealed a marked decline in tumor cell migration capacity following SLC7A11 suppression （P<0.001）. Critically， SLC7A11 knockdown also reduced intracellular levels of ATP， lactate， and pyruvate， demonstrating that SLC7A11 modulated metabolic activity in ESCC cells（P<0.001）. ConclusionThe expression level of SLC7A11 is relatively high in ESCC and is strongly associated with poor prognosis. Silencing SLC7A11 significantly inhibits esophageal cancer cell growth and migration. SLC7A11 has the ability to regulate glucose， lactic acid and ATP metabolism levels in ESCC， thereby affecting the metabolic microenvironment of ESCC.

Objective: To investigate factors influencing perioperative blood transfusion in patients with scarred uterus during pregnancy undergoing cesarean section, construct and validate a transfusion risk prediction model, and provide evidence for preoperative assessment and blood management. Methods: Clinical data of 405 patients undergoing cesarean section for scarred uterus during pregnancy at the First Affiliated Hospital of Xi'an Jiaotong University from January 2020 to December 2024 were retrospectively collected. The dataset was randomly divided into a training set (n=284) and a validation set (n=121) at a 7∶3 ratio. Within the training set, Firth-penalized logistic regression was employed for multivariate analysis to identify independent factors influencing perioperative blood transfusion and construct a predictive model. Model performance was evaluated in the validation set. Results: Multivariate Firth regression analysis showed that severe placenta previa (OR=75.566, 95%CI: 8.603-9979.174) and placenta accreta (OR=4.591, 95%CI: 1.120-19.416) were independent risk factors for perioperative blood transfusion, while preoperative red blood cell count (OR=0.189, 95%CI: 0.083-0.405) and fibrinogen levels (OR=0.588, 95%CI: 0.395-0.855) were protective factors. The predictive model constructed based on these four variables demonstrated good discriminatory performance, with areas under the receiver operating characteristic curves of 0.803 (95%CI: 0.740-0.867) and 0.753 (95%CI: 0.644-0.862) in the training and validation sets, respectively. Conclusion: For patients with scarred uterus during pregnancy undergoing cesarean section, severe placenta previa and placenta accreta significantly increase the risk of transfusion, while higher preoperative red blood cell count and fibrinogen levels exert a protective effect. The predictive model established in this study facilitates the identification of patients requiring transfusion, thereby enabling preoperative blood preparation and optimized blood management.

Objective:To explore the efficacy and safety of combining targeted therapy and immunotherapy with standard chemotherapy in patients with advanced pancreatic cancer.Methods:This is a single-center retrospective cohort study. A total of 123 patients with advanced pancreatic cancer who received first-line systemic treatment at the Second Hospital of Hebei Medical University between January 2022 and December 2024 were retrospectively enrolled. There were 65 males and 58 females,with a mean age of (65.1±10.1) years (range:22 to 88 years). According to whether targeted therapy combined with immunotherapy was added to chemotherapy,patients were divided into a triplet group ( n=46) and a standard chemotherapy group ( n=77). The primary endpoints were overall survival (OS) and progression-free survival (PFS); secondary endpoints included radiological efficacy indicators (objective response rate (ORR), disease control rate (DCR),clinical benefit rate,etc.) and treatment-related adverse events. Propensity score matching (PSM,caliper=0.2) was used to balance baseline characteristics between groups. Kaplan-Meier curves were used to estimate survival,and Cox regression models were applied to analyze factors influencing OS and PFS. Results:In the original cohort,the median OS was 11 months in the triplet group and 8 months in the chemotherapy group,with no statistically significant difference ( P=0.056). The median PFS was 5 months in the triplet group and 3 months in the chemotherapy group,also without statistical significance ( P>0.05). Multivariate Cox regression analysis indicated that the triplet regimen was an independent prognostic factor for both OS and PFS ( P<0.05). After PSM,baseline balance between groups was good. The median OS was 10.0 months in the triplet group and 7.0 months in the chemotherapy group, with no significant difference ( P=0.094). In terms of efficacy, the ORR was 26.1% (12/46) in the triplet group versus 7.8% (6/77) in the chemotherapy group,with a statistically significant difference ( χ2=6.320, P=0.012). The DCR was 54.3% (25/46) in the triplet group and 33.8% (26/77) in the chemotherapy group,also statistically significant ( χ2=4.214, P=0.037). The incidence of adverse events was similar between groups,mostly grade 1 to 2. Conclusions:The triplet regimen of chemotherapy,targeted therapy,and immunotherapy shows potential in improving efficacy and prolonging survival with acceptable safety in patients with advanced pancreatic cancer. However, its definitive benefits require further investigation.

Objective:To explore the efficacy and safety of combining targeted therapy and immunotherapy with standard chemotherapy in patients with advanced pancreatic cancer.Methods:This is a single-center retrospective cohort study. A total of 123 patients with advanced pancreatic cancer who received first-line systemic treatment at the Second Hospital of Hebei Medical University between January 2022 and December 2024 were retrospectively enrolled. There were 65 males and 58 females,with a mean age of (65.1±10.1) years (range:22 to 88 years). According to whether targeted therapy combined with immunotherapy was added to chemotherapy,patients were divided into a triplet group ( n=46) and a standard chemotherapy group ( n=77). The primary endpoints were overall survival (OS) and progression-free survival (PFS); secondary endpoints included radiological efficacy indicators (objective response rate (ORR), disease control rate (DCR),clinical benefit rate,etc.) and treatment-related adverse events. Propensity score matching (PSM,caliper=0.2) was used to balance baseline characteristics between groups. Kaplan-Meier curves were used to estimate survival,and Cox regression models were applied to analyze factors influencing OS and PFS. Results:In the original cohort,the median OS was 11 months in the triplet group and 8 months in the chemotherapy group,with no statistically significant difference ( P=0.056). The median PFS was 5 months in the triplet group and 3 months in the chemotherapy group,also without statistical significance ( P>0.05). Multivariate Cox regression analysis indicated that the triplet regimen was an independent prognostic factor for both OS and PFS ( P<0.05). After PSM,baseline balance between groups was good. The median OS was 10.0 months in the triplet group and 7.0 months in the chemotherapy group, with no significant difference ( P=0.094). In terms of efficacy, the ORR was 26.1% (12/46) in the triplet group versus 7.8% (6/77) in the chemotherapy group,with a statistically significant difference ( χ2=6.320, P=0.012). The DCR was 54.3% (25/46) in the triplet group and 33.8% (26/77) in the chemotherapy group,also statistically significant ( χ2=4.214, P=0.037). The incidence of adverse events was similar between groups,mostly grade 1 to 2. Conclusions:The triplet regimen of chemotherapy,targeted therapy,and immunotherapy shows potential in improving efficacy and prolonging survival with acceptable safety in patients with advanced pancreatic cancer. However, its definitive benefits require further investigation.

ObjectiveTo investigate the ability of clinically isolated， Helicobacter pylori （H. pylori）-specific gene polymerase chain reaction （PCR）-positive gastric， vaginal， and fecal Candida to release H. pylori. MethodsResuscitate 4 strains of H. pylori -specific 16S rDNA and ureA gene PCR-positive Candida strains isolated in laboratory from clinical sources， including 1 strain of gastric Candida， 1 strain of fecal Candida， 2 strains of vaginal Candida and the standard Candida albicans strain ATCC10231 （Ca10231）. The presence of H. pylori-specific ureA in the 5 strains of Candida isolates was confirmed by PCR. The aforementioned strains of Candida and H.pylori were inoculated into urea medium and cultured in a constant temperature incubator at 37 ℃. The color change of the medium was observed daily. A change in the medium's color from yellow to red indicated the presence of urease activity. Then， the five strains of Candida and H. pylori were co-incubated with the magnetic beads coated with H. pylori antibodies respectively. Scanning electron microscopy （SEM） was employed to observe the presence of bacilli adsorbed on the surface of the magnetic beads. PCR was used to detect the presence of H.pylori-specific 16S rDNA and ureA genes on magnetic beads. ResultsThe PCR analysis of the ureA gene in the four Candida isolates was positive， whereas the Ca10231 strain tested negative. Upon culturing the four Candida isolates on urea medium， the medium color changed from yellow to red which was determined to be urease positive， while the medium containing Ca10231 remained unchanged， which was urease negative. SEM revealed that bacilli could be observed on the surface of magnetic beads co-incubated with the 4 strains of Candida of clinical origin and H.pylori isolate. Specifically， PCR testing of the magnetic beads co-incubated with one vaginal Candida， one gastric Candida and H.pylori isolate showed positive results for the 16S rDNA and ureA genes of H. pylori； however， the PCR tests for the two genes were negative for the magnetic beads co-incubated with the other two Candida isolate. ConclusionThis study demonstrates that H. pylori-specific genes Candida can release H. pylori.

Objective: To compare the effects of 12 week Tai Chi combined with inspiratory muscle resistance training on cardiopulmonary function among male college students in health care classes, so as to provide a reference for improving the cardiopulmonary function of the students. Methods: From March to May 2025, 72 male students from the physical education health care classes at North University of China were selected and randomly divided into the control group ( n =25), the Tai Chi group ( n = 24), and the Tai Chi combined with inspiratory muscle resistance training group (combined group, n =23) by random number table method. The control group maintained normal living habits, the Tai Chi group underwent 12 weeks of Tai Chi exercise (three sessions per week, 90 minutes per session), and the combined group received 12 weeks of Tai Chi training (three sessions per week, 60 minutes per session) combined with 30 minutes of inspiratory muscle resistance training. Cardiovascular function[heart rate(HR), stroke volume(SV), cardiac output(CO), mean systolic pressure(MSP), mean diastolic pressure(MDP), vascular elastic dilatation coefficient (VDC), total peripheral resistance (TPR), viscosity (V)], pulmonary function [vital capacity (VC), forced vital capacity (FVC), maximum minute ventilation volume (MVV), forced expiratory volume in one second (FEV1), FEV1/FVC] and heart rate variability (HRV) [HR, standard deviation of the normal to normal intervals (SDNN), root mean square successive difference (RMSSD), low frequency (LF), high frequency (HF), LF/HF] of the three groups of subjects were tested before and after the experiment, the data were analyzed using analysis of covariance. Results: There were no statistically significant differences in any indicators among the three groups before the intervention ( F =0.00-2.49, all P >0.05). After the intervention, except FEV1/FVC, MDP and V, there were statistically significant differences of pulmonary function, cardiovascular function and HRV indicators among the three groups ( F =4.38-62.93, all P <0.05). Compared with the control group [(VC ( 3.28± 0.30)L, FVC (3.20±0.29)L, MVV (107.01±9.55)L, SV (65.68±2.34)mL, CO (5.36±0.18)L/min, VDC (0.40±0.03), step index (50.64±3.11), MSP (133.17±6.47)mmHg, TPR (1 281.34±100.78)dyn ·s ·cm -5 ], the VC [(3.43±0.24, 3.69±0.21)L], FVC [(3.34±0.16, 3.46±0.20)L], MVV [(112.54±8.95, 117.11±6.37)L], SV [(71.75±4.20, 75.39±3.71)L/time], CO[( 5.53± 0.14, 5.58±0.15)L/min], VDC (0.43±0.03, 0.44±0.02) and step index (53.38±5.77, 56.17±4.91) in the Tai Chi group and the combined group significantly increased, while the MSP [(120.17±6.42, 118.04±12.99)mmHg] and TPR [( 1 227.01 ±107.25, 1 217.69±64.93)dyn ·s ·cm -5 ] significantly decreased (all P <0.05). The HRV showed improvement. Moreover, compared with the Tai Chi group, VC, FVC, MVV, FEV1[(2.99±0.14，3.05±0.15)L], SV, step index, RMSSD[( 45.41± 9.59，52.82±7.67)ms] and HF [(2.74±0.13，2.87±0.16)ms 2] increased, while HR [(77.17±6.01, 73.83± 3.71)beats/min ] decreased in the combined group (all P < 0.05 ). Conclusion Twelve weeks of Tai Chi exercise and Tai Chi combined with inspiratory muscle resistance training can improve the cardiopulmonary function of male college students in health care classes, and the effect of the combined training is superior to that of Tai Chi training alone.

ObjectiveTo observe the clinical efficacy of modified Xiangsha Liujunzi Decoction （香砂六君子汤， XLD） in the treatment of abemaciclib-related diarrhea of spleen-stomach deficiency type， and its regulatory effect on immune function in patients with advanced hormone receptor-positive/human epidermal growth factor receptor 2-negative （HR+/HER2-） breast cancer. MethodsA prospective， randomized， open-label， blinded-endpoint （PROBE） study was conducted. A total of 70 patients with advanced HR+/HER2- breast cancer and abemaciclib-related diarrhea were randomly divided into two groups， with 35 cases in each group. In addition to abemaciclib， the control group was treated with oral loperamide， while the trial group was treated with oral modified XLD. Both groups received treatment for 7 days as one course. The efficacy for diarrhea after treatment was compared between groups. Traditional Chinese medicine （TCM） syndrome score， Karnofsky performance status （KPS） score， inflammatory markers including interleukin-6 （IL-6） and C-reactive protein （CRP）， and immune function indicators including CD4⁺， CD8⁺， and CD4⁺/CD8⁺ ratio were compared between groups before and after treatment. Adverse events during the study were recorded， and safety was assessed. ResultsDuring the study， 1 case in the trial group and 2 cases in the control group， were lost to follow-up leaving 34 cases in the trial group and 33 cases in the control group for final analysis. The total effective rate of diarrhea in the trial group was 94.12% （32/34）， higher than 72.73% （24/33） in the control group （P＜0.05）. After treatment， both groups showed decreased TCM syndrome scores， increased KPS scores， increased CD4⁺， CD8⁺， and CD4⁺/CD8⁺ ratio， and decreased IL-6 and CRP levels （all P＜0.05）. Compared to the control group， the trial group had higher KPS scores， CD4⁺ levels， and CD4⁺/CD8⁺ ratios， and lower TCM syndrome scores and IL-6， CRP， and CD8⁺ levels （P＜0.05）. The incidence of adverse events in the trial group was 20.59% （7/34）， with an incidence of adverse drug reactions of 14.71% （5/34） after causality assessment； in the control group， the corresponding rates were 45.45% （15/33） and 39.39% （13/33）， respectively. The incidence of adverse events in the trial group was significantly lower than that in the control group （P＜0.05）. ConclusionModified XLD can effectively alleviate abemaciclib-related diarrhea in patients with advanced HR+/HER2- breast cancer of the spleen-stomach deficiency type， reduce levels of inflammatory cytokines， and regulate immune function， with a favorable safety profile.

Post-stroke cognitive impairment （PSCI） is a highly prevalent severe complication after stroke. In traditional Chinese medicines （TCM）， its core pathogenesis is characterized by deficiency in origin and excess in superficiality： wind， phlegm and blood stasis accumulate， cloud the clear orifices and lead to loss of mental activity， and Xingnao kaiqiao is the targeted principal treatment. This review summarizes the research progress on the pharmacological mechanisms of representative Xingnao kaiqiao-type TCM including Acorus tatarinowii ， Curcumae Radix ， Polygala tenuifolia ， borneol and musk， as well as clinical applications of their related compound formulas and Chinese patent medicines in the treatment of PSCI. The results show that these TCM can improve cognitive function through multiple pathways： targeted regulation of blood-brain barrier permeability， inhibition of neuroinflammation mediated by Toll like receptor 4/nuclear factor-κB， high mobility group protein B1 in ischemic brain tissue and other pathways， and activation of brain-derived neurotrophic factor/tyrosine kinase receptor B， cyclic adenosine monophosphate （cAMP）/protein kinase A/cAMP response element-binding protein and other pathways to promote synaptic plasticity. In terms of clinical application， the evidence chains of formulas based on Acorus tatarinowii and Polygala tenuifolia are relatively complete， which are the core medications to improve cognitive function and activities of daily living； Curcumae Radix has protective potential in the prodromal stage with vascular risk factors； borneol enhances the curative effect of compound prescriptions by improving blood-brain barrier function； musk is mainly used in the acute severe stage. At present， most of the mechanism evidence comes from animal experiments， high-quality large-sample clinical studies directly targeting PSCI populations are still scarce. Subsequent large-sample multicenter studies are needed in the future， combined with multi-omics and multimodal imaging techniques to further clarify its deep-seated mechanism of action.

ObjectiveTo investigate the intervention effect of modified Xiangsha Liujunzitang （M-XSLJZ） on insulin resistance-regulated fatty acid synthesis via Lon protease 1 （Lonp1） in the liver of spleen-deficiency hyperlipidemia rats. MethodsA total of 70 male SD rats were randomly allocated into seven groups （n=10）： blank control group， high-fat diet （HFD） group， spleen-deficiency hyperlipidemia （PX-HFD） model group， low-， medium-， and high-dose Modified Xiangsha Liujunzitang （JW-L， JW-M， JW-H）， and rosuvastatin group. The spleen-deficiency model was induced in the PX-HFD， JW-L， JW-M， JW-H， and rosuvastatin groups by irregular diet combined with exhaustive swimming. Except for the control group， all groups were fed an HFD for 10 weeks to establish a hyperlipidemia rat model. Following modeling， the rats in the JW-L， JW-M， and JW-H groups received the decoction by gavage at 3.51， 7.02， 14.04 g·kg^-1， respectively， while the rosuvastatin group received 9×10^-4 g·kg^-1. After 8 weeks of administration， samples were collected. D-xylose excretion rate was quantified using the phloroglucinol method. Serum levels of total cholesterol （TC）， triglycerides （TG）， high-density lipoprotein cholesterol （HDL-C）， and low-density lipoprotein cholesterol （LDL-C） were measured by an automatic biochemical analyzer. Hepatic TG content was quantified by the glycerol phosphate oxidase-peroxidase anti-peroxidase （GPO-PAP） method. Serum insulin （INS）， fasting blood glucose （FBG）， hepatic reactive oxygen species （ROS） levels， and mitochondrial complex Ⅰ activity were assessed by enzyme-linked immunosorbent assay （ELISA）. The mRNA levels of Lonp1， and acetyl-CoA carboxylase 1 （ACC1） were determined by real-time quantitative PCR （Real-time PCR）. Protein expression levels of Lonp1， c-Jun N-terminal kinase （JNK）， phosphorylated （p）-JNK， insulin receptor substrate 1 （IRS1）， p-IRS1， and ACC1 in liver tissues were analyzed by Western blot. ResultsCompared with the control group， the HFD group showed a significant increase in body weight （P<0.01）. The PX-HFD group showed a significant decrease in D-xylose excretion rate （P<0.01）. Both the HFD and PX-HFD groups exhibited significantly elevated serum levels of TC， TG， HDL-C， LDL-C， FBG， INS， and HOMA-IR （P<0.01）， along with increased orange-red lipid droplets， prominent fatty vacuoles， and significantly elevated hepatic TG level （P<0.01）. Mitochondrial complex Ⅰ activity significantly decreased （P<0.05）， while ROS level， Lonp1 mRNA and protein expression， and ACC1 mRNA and protein expression significantly increased （P<0.05， P<0.01）. The p-IRS1/IRS1 protein expression ratio significantly decreased （P<0.01）， whereas the p-JNK/JNK protein expression ratio significantly increased （P<0.01）. Compared with the HFD group， the PX-HFD group showed significantly reduced D-xylose excretion rate and serum HDL-C level （P<0.01）， significantly decreased hepatic TG level （P<0.05）， and significantly increased HOMA‑IR index （P<0.01）. Hepatic Lonp1 mRNA and protein expression significantly decreased （P<0.05， P<0.01）， p‑IRS1/IRS1 protein expression ratio was significantly decreased （P<0.01）， while ACC1 mRNA and protein expression and p‑JNK/JNK protein expression ratio were significantly increased （P<0.01）. Compared with the PX-HFD group， all treatment groups showed significantly reduced serum TC， TG， LDL-C levels， and HOMA-IR index （P<0.05， P<0.01）， with ameliorated orange‑red lipid droplet deposition and significantly reduced hepatic TG and ROS levels （P<0.05， P<0.01）. The JW-M， JW-H， and rosuvastatin groups exhibited significantly decreased body weight （P<0.05， P<0.01）， significantly increased D‑xylose excretion rate （P<0.01）， significantly decreased HDL‑C level （P<0.05， P<0.01）， significantly increased mitochondrial complex I activity， Lonp1 mRNA and protein expression， and p-IRS1/IRS1 protein expression ratio （P<0.05， P<0.01）， as well as significantly decreased p-JNK/JNK protein expression ratio （P<0.01）. ConclusionM-XSLJZ may exert its lipid‑lowering effect by regulating Lonp1 expression in rat liver， thereby improving insulin resistance and subsequently inhibiting hepatic lipid synthesis.

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 (PM_2.5), 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.