1.Changes in peripheral blood and bone marrow erythroblasts in rats after hypoxic exposure
Hua XIONG ; Jinjie LI ; Lu WANG ; Jie MA
Chinese Journal of Tissue Engineering Research 2025;29(25):5390-5395
BACKGROUND:The changes in peripheral blood erythrocytes of rats exposed to hypoxia are related to changes in proliferation of erythroblasts in the bone marrow.Related regulatory factors such as hypoxia-inducible factor and erythropoietin are involved.OBJECTIVE:To explore the changes and related factors of peripheral blood erythrocytes and bone marrow erythroblasts in rats after hypoxic exposure.METHODS:An altitude of 5 000 meters was simulated to establish an experimental rat model under a low-pressure and low-oxygen environment.The control group was raised in a laboratory at an altitude of 2 260 meters.The blood routine,bone marrow erythroblast ratio,hypoxia-inducible factor,and erythropoietin of rats were compared before and after hypoxic exposure.RESULTS AND CONCLUSION:(1)The peripheral blood erythrocyte count,hemoglobin,hematocrit and other indicators of the experimental group rats were higher than those of the control group(P<0.05).(2)The proportion of bone marrow CD71+erythroblasts of the experimental group rats increased compared with the control group(P<0.05).(3)The expression level of hypoxia-inducible factor-2α in bone marrow CD71+erythroblasts of experimental group rats increased compared with the control group(P<0.05).(4)The erythropoietin level in the bone marrow supernatant of the experimental group rats was higher than that of the control group(P<0.05).The results indicate that the proportion of peripheral blood erythrocytes and bone marrow erythroblasts in rats increases after hypoxic exposure,which may be related to the increased levels of hypoxia-inducible factor-2α in bone marrow erythroblasts and erythropoietin in bone marrow supernatant.
2.Significance of interleukin-18 expression in bone marrow and peripheral blood of rats exposed to hypoxia
Jinjie LI ; Jingxue XIAO ; Nan LI ; Zhen SONG ; Yanyun ZHOU ; Jie MA
Chinese Journal of Tissue Engineering Research 2025;29(31):6681-6687
BACKGROUND:The level of peripheral erythrocytes in rats is significantly increased under hypoxia exposure,and the proliferation of nucleated erythrocytes in the bone marrow may be one of the direct causes of the increase in peripheral erythrocytes.Previous studies have focused on the effects of factors such as erythropoietin and hypoxia-inducible factor,but little research has been done on related factors such as inflammation and immunity.OBJECTIVE:To study the expression of interleukin-18 in bone marrow nucleated erythrocytes,bone marrow supernatant and peripheral blood of rats after hypoxia exposure,and to explore the possible role of interleukin-18 in the pathogenesis of chronic mountain sickness.METHODS:Sixteen healthy male SD rats were randomly divided into two groups:the experimental group was kept in a hypobaric oxygen chamber at a simulated altitude of 5 000 m for 28 days,and the control group was kept in a laboratory at an altitude of 2 260 m for 28 days.The blood routine tests of the two groups of rats were performed.The proportion of CD71+nucleated erythrocytes in the bone marrow of the two groups of rats was determined by flow cytometry.The expressions of interleukin 18 mRNA and protein in CD71+nucleated erythrocytes in the bone marrow of the two groups of rats were determined by RT-qPCR and western blot assay.The expressions of interleukin 18 protein in the sternum of the two groups of rats were determined by immunofluorescence.The levels of interleukin 18 in the peripheral blood and bone marrow supernatant of the two groups of rats were determined by ELISA.RESULTS AND CONCLUSION:(1)The indexes of erythrocyte count,hemoglobin,hematocrit,and mean hemoglobin content in peripheral blood of the experimental group were higher than those of the control group(P<0.05).(2)The proportion in bone marrow CD71+erythroblasts was significantly higher in the experimental group than that in the control group(P<0.05).(3)RT-qPCR results showed that the expression of interleukin 18 mRNA in CD71+nucleated erythrocytes in the bone marrow of rats in the experimental group was significantly higher than that in the control group(P<0.05).(4)Western blot assay results showed that the expression of interleukin 18 protein in CD71+nucleated erythrocytes in the bone marrow of rats in the experimental group was significantly higher than that in the control group(P<0.05).(5)The immunofluorescence results showed that the expression of interleukin 18 protein in the sternum of rats in the experimental group was significantly higher than that in the control group(P<0.05).(6)ELISA results exhibited that the level of interleukin 18 in the serum of rats of the experimental group was higher than that in the control group(P<0.05),but the level of interleukin 18 in the bone marrow supernatant of rats in the experimental group was lower than that in the control group(P<0.05).The results indicate that the increased expression of interleukin 18 in bone marrow CD71+erythroblasts and peripheral blood of rats under hypobaric hypoxia may be involved in the proliferation of erythroblasts in bone marrow.
3.Precision endovascular treatment of subacute internal carotid artery occlusion under the guidance of intravascular ultrasound:a case report and literature review
Xusheng ZHAO ; Di LI ; Jinjie LIU ; Chunyu YU
Chinese Journal of Cerebrovascular Diseases 2025;22(9):622-626
Internal carotid artery(ICA)occlusion is one of the main causes of ischemic stroke.Endovascular treatment is one of the main surgical methods for symptomatic non-acute ICA occlusion.However,how to optimize the surgical strategy to improve the success rate of recanalization of occluded vessels require further exploration.The authors reported a case of subacute ICA occlusion treated with endovascular treatment.During the operation,intravascular ultrasound(IVUS)was used for high-resolution and precise assessment of the lumen morphology,plaque characteristics and vessel wall structure in the occluded segment.The surgical strategy was individualized,ultimately achieving successful recanalization of the occluded vessel.Combined with literature review of the clinical characteristics of subacute ICA occlusion and the application of IVUS in this type of lesion,in order to provide reference and inspiration for further optimization of interventional surgical strategies.
4.Familial thoracic aortic aneurysm and dissection caused by c.583delC mutation of ACTA2 gene
Jinjie LI ; Quanzeng ZHANG ; Lin ZHU ; Jiayun LIU ; Liu YANG
Journal of Xi'an Jiaotong University(Medical Sciences) 2025;46(5):835-841
Objective To search for and verify the genetic factors that lead to familial thoracic aortic aneurysm and dissection.Methods Patients with a family history were screened from clinical cases of thoracic aortic aneurysm and dissection,and their relevant clinical data were collected.After extracting the whole-genome DNA from the proband's blood samples,gene panel testing was carried out,and first-generation sequencing was used to verify the blood samples of the proband's immediate and collateral relatives.Meanwhile,relevant cell experiments were designed.First,the ACTA2-Leu195 * point mutation plasmid was constructed,and then the mutant plasmid and wild-type ACTA 2 were transfected into cells through expression plasmids respectively.After 48 hours,RNA and total protein were extracted,and the expression levels were detected by qPCR and Western blotting,respectively.Results Through high-throughput sequencing,the mutation site of c.583delC in the ACTA2 gene was found,and it was also confirmed that the heterozygous mutation at this site in the family was closely related to familial thoracic aortic aneurysm and dissection.The results of cell experiments showed that the mRNA and protein expression levels in the group transfected with the ACTA2-Leu195 * mutant plasmid were significantly decreased compared with those of the wild type,suggesting that the mutant could not express proteins normally.Conclusion Through clinical family studies and cell-level experiments,a new mutation site in ACTA2 leading to familial thoracic aortic aneurysm and dissection has been discovered,which provides a new approach for the screening,detection and clinical treatment of familial thoracic aortic aneurysm and dissection.
5.Safety and efficacy of different anastomotic techniques following proximal gastrectomy: a meta-analysis
Dongyang SONG ; Zehua WANG ; Jie WANG ; Jinjie ZHANG ; Shasha LI ; Kun ZHANG ; Guohua GAO ; Wenqing HU
Chinese Journal of Gastrointestinal Surgery 2025;28(10):1179-1193
Objective:This meta-analysis compares the postoperative outcomes of the double-flap technique (DFT) versus esophagogastrostomy (EG), jejunal interposition (JI), double-tract reconstruction (DTR), and gastric tube anastomosis (GTA) following proximal gastrectomy for gastric cancer.Methods:Prospective and retrospective studies published from database inception until June 2025 were retrieved from PubMed, Embase, Web of Science, Scopus, CNKI, and Wanfang databases. Studies reporting at least one predefined outcome with extractable data were included. Outcomes of interest consisted of incidence of gastroesophageal reflux, overall postoperative complications, anastomotic leakage, anastomotic stenosis, and digestive reconstruction time. Two investigators independently performed literature screening, data extraction, and quality assessment. Randomized controlled trials (RCTs) were evaluated with the Cochrane ROB 2.0 tool, retrospective cohort studies with the Newcastle-Ottawa Scale (NOS), and single-arm studies with the JBI critical appraisal tool. Dichotomous outcomes were pooled using risk ratios (RRs), and continuous variables were summarized with standardized mean differences (SMDs), using fixed- or random-effects models based on I2 statistics. Publication bias was assessed via funnel plots and Egger's test.Results:A total of 55 studies published between 2007 and 2025 were included, comprising 5 RCTs and 50 retrospective studies. Among 4,380 patients, 732 underwent EG, 454 GTA, 1,480 DTR, 468 JI, and 1,246 DFT. Quality assessment indicated that all except six retrospective cohort studies (rated as moderate quality) were of high quality or had low risk of bias. Among the five reconstruction methods, DFT showed the lowest incidence of gastroesophageal reflux (6.6%, 82/1,246) and overall postoperative complications (11.6%, 144/1,246). JI had the lowest rate of anastomotic leakage (1.3%, 6/468), followed by DFT (1.4%, 18/1,246), and DTR had the lowest rate of anastomotic stenosis (2.4%, 36/1,480), followed by DFT (7.5%, 94/1,246). DFT required the longest operative time for reconstruction ([141.2 ± 597.6] minutes), and DTR required the shortest ([50.1 ± 39.0] minutes). Compared to EG, DFT was associated with a significantly lower risk of gastroesophageal reflux (RR=0.13 ,95%CI: 0.03-0.55, P = 0.01), and no significant differences were observed in overall complications (RR=0.98, 95%CI: 0.55-1.74, P = 0.93), anastomotic leakage (RR = 0.81, 95%CI: 0.04-18.43, P = 0.90), or anastomotic stenosis (RR = 0.75, 95%CI: 0.09-6.39, P = 0.79). Compared to JI, DFT showed no significant differences in gastroesophageal reflux (RR = 0.36, 95%CI: 0.10-1.25, P=0.11), overall complications (RR=2.06, 95%CI: 0.30-14.11, P=0.46), anastomotic leakage (RR=2.05, 95%CI: 0.26-16.18, P=0.49), or anastomotic stenosis (RR=0.83, 95%CI: 0.10-7.17, P=0.87). Similarly, compared to DTR, DFT had a lower risk of overall complications (RR=0.70, 95%CI: 0.50-0.98, P=0.04) but a longer reconstruction time (SMD: 2.55, 95%CI: 0.31-4.79, P=0.03). No significant differences were found in gastroesophageal reflux (RR = 0.68, 95%CI: 0.35-1.30, P=0.24), anastomotic leakage (RR=0.59, 95%CI: 0.16-2.17, P=0.43), or anastomotic stenosis (RR=2.44 , 95%CI: 0.44-13.64, P=0.31). Compared to GTA, DFT was associated with a significantly lower risk of gastroesophageal reflux (RR = 0.53, 95%CI: 0.33-0.88, P=0.01), but again there were no significant differences in overall complications (RR = 0.69, 95%CI: 0.41-1.16, P=0.16), anastomotic leakage (RR = 0.25, 95%CI: 0.03-2.14, P=0.21), or anastomotic stenosis (RR=0.65, 95%CI: 0.24-1.76, P=0.40). No significant publication bias was detected in the analysis (Egger's test P>0.05). Conclusions:Among the five common anastomotic methods after proximal gastrectomy, DFT demonstrates superior anti-reflux efficacy, outperforming EG and GTA in particular in preventing gastroesophageal reflux. DFT also exhibits a lower overall complication risk compared with DTR but maintains anastomotic safety comparable with that of the other techniques.
6.Safety and efficacy of different anastomotic techniques following proximal gastrectomy: a meta-analysis
Dongyang SONG ; Zehua WANG ; Jie WANG ; Jinjie ZHANG ; Shasha LI ; Kun ZHANG ; Guohua GAO ; Wenqing HU
Chinese Journal of Gastrointestinal Surgery 2025;28(10):1179-1193
Objective:This meta-analysis compares the postoperative outcomes of the double-flap technique (DFT) versus esophagogastrostomy (EG), jejunal interposition (JI), double-tract reconstruction (DTR), and gastric tube anastomosis (GTA) following proximal gastrectomy for gastric cancer.Methods:Prospective and retrospective studies published from database inception until June 2025 were retrieved from PubMed, Embase, Web of Science, Scopus, CNKI, and Wanfang databases. Studies reporting at least one predefined outcome with extractable data were included. Outcomes of interest consisted of incidence of gastroesophageal reflux, overall postoperative complications, anastomotic leakage, anastomotic stenosis, and digestive reconstruction time. Two investigators independently performed literature screening, data extraction, and quality assessment. Randomized controlled trials (RCTs) were evaluated with the Cochrane ROB 2.0 tool, retrospective cohort studies with the Newcastle-Ottawa Scale (NOS), and single-arm studies with the JBI critical appraisal tool. Dichotomous outcomes were pooled using risk ratios (RRs), and continuous variables were summarized with standardized mean differences (SMDs), using fixed- or random-effects models based on I2 statistics. Publication bias was assessed via funnel plots and Egger's test.Results:A total of 55 studies published between 2007 and 2025 were included, comprising 5 RCTs and 50 retrospective studies. Among 4,380 patients, 732 underwent EG, 454 GTA, 1,480 DTR, 468 JI, and 1,246 DFT. Quality assessment indicated that all except six retrospective cohort studies (rated as moderate quality) were of high quality or had low risk of bias. Among the five reconstruction methods, DFT showed the lowest incidence of gastroesophageal reflux (6.6%, 82/1,246) and overall postoperative complications (11.6%, 144/1,246). JI had the lowest rate of anastomotic leakage (1.3%, 6/468), followed by DFT (1.4%, 18/1,246), and DTR had the lowest rate of anastomotic stenosis (2.4%, 36/1,480), followed by DFT (7.5%, 94/1,246). DFT required the longest operative time for reconstruction ([141.2 ± 597.6] minutes), and DTR required the shortest ([50.1 ± 39.0] minutes). Compared to EG, DFT was associated with a significantly lower risk of gastroesophageal reflux (RR=0.13 ,95%CI: 0.03-0.55, P = 0.01), and no significant differences were observed in overall complications (RR=0.98, 95%CI: 0.55-1.74, P = 0.93), anastomotic leakage (RR = 0.81, 95%CI: 0.04-18.43, P = 0.90), or anastomotic stenosis (RR = 0.75, 95%CI: 0.09-6.39, P = 0.79). Compared to JI, DFT showed no significant differences in gastroesophageal reflux (RR = 0.36, 95%CI: 0.10-1.25, P=0.11), overall complications (RR=2.06, 95%CI: 0.30-14.11, P=0.46), anastomotic leakage (RR=2.05, 95%CI: 0.26-16.18, P=0.49), or anastomotic stenosis (RR=0.83, 95%CI: 0.10-7.17, P=0.87). Similarly, compared to DTR, DFT had a lower risk of overall complications (RR=0.70, 95%CI: 0.50-0.98, P=0.04) but a longer reconstruction time (SMD: 2.55, 95%CI: 0.31-4.79, P=0.03). No significant differences were found in gastroesophageal reflux (RR = 0.68, 95%CI: 0.35-1.30, P=0.24), anastomotic leakage (RR=0.59, 95%CI: 0.16-2.17, P=0.43), or anastomotic stenosis (RR=2.44 , 95%CI: 0.44-13.64, P=0.31). Compared to GTA, DFT was associated with a significantly lower risk of gastroesophageal reflux (RR = 0.53, 95%CI: 0.33-0.88, P=0.01), but again there were no significant differences in overall complications (RR = 0.69, 95%CI: 0.41-1.16, P=0.16), anastomotic leakage (RR = 0.25, 95%CI: 0.03-2.14, P=0.21), or anastomotic stenosis (RR=0.65, 95%CI: 0.24-1.76, P=0.40). No significant publication bias was detected in the analysis (Egger's test P>0.05). Conclusions:Among the five common anastomotic methods after proximal gastrectomy, DFT demonstrates superior anti-reflux efficacy, outperforming EG and GTA in particular in preventing gastroesophageal reflux. DFT also exhibits a lower overall complication risk compared with DTR but maintains anastomotic safety comparable with that of the other techniques.
7.Precision endovascular treatment of subacute internal carotid artery occlusion under the guidance of intravascular ultrasound:a case report and literature review
Xusheng ZHAO ; Di LI ; Jinjie LIU ; Chunyu YU
Chinese Journal of Cerebrovascular Diseases 2025;22(9):622-626
Internal carotid artery(ICA)occlusion is one of the main causes of ischemic stroke.Endovascular treatment is one of the main surgical methods for symptomatic non-acute ICA occlusion.However,how to optimize the surgical strategy to improve the success rate of recanalization of occluded vessels require further exploration.The authors reported a case of subacute ICA occlusion treated with endovascular treatment.During the operation,intravascular ultrasound(IVUS)was used for high-resolution and precise assessment of the lumen morphology,plaque characteristics and vessel wall structure in the occluded segment.The surgical strategy was individualized,ultimately achieving successful recanalization of the occluded vessel.Combined with literature review of the clinical characteristics of subacute ICA occlusion and the application of IVUS in this type of lesion,in order to provide reference and inspiration for further optimization of interventional surgical strategies.
8.Comparative study with propensity score matching of gastrectomy versus total gastrectomy for the safety and prognosis of Siewert types Ⅱ and Ⅲ adenocarcinoma of the esophagogastric junction
Bo WANG ; Rui YANG ; Yun QIAO ; Maojie ZHANG ; Yinhao YANG ; Jie WANG ; Nan WANG ; Jinjie ZHANG ; Xiaonan WEI ; Peng CUI ; Wei WEI ; Yongai LI ; Yu WANG ; Wenqing HU
Chinese Journal of Gastrointestinal Surgery 2025;28(2):169-177
Objective:To compare the safety, number of lymph nodes removed, rate of lymph node metastasis, and prognosis between proximal gastrectomy (PG) and total gastrectomy (TG) in patients with Siewert types II and III adenocarcinoma of the esophagogastric junction.Methods:In this retrospective cohort study, clinical data of patients diagnosed with adenocarcinoma of the esophagogastric junction at Changzhi People's Hospital, affiliated with Changzhi Medical College, between December 2019 and November 2022, were collected. Patients who had received neoadjuvant therapy, had multiple malignant lesions in the stomach, had concomitant malignancies in other organs, had incomplete clinical data, or had been lost to follow-up were excluded. The study cohort comprised 308 patients, 99 in the PG group and 209 in the TG group. To reduce confounding bias, propensity score matching was performed, matching patients for age, sex, body mass index, tumor diameter, and pathological stage in a 1:1 ratio, resulting in 73 patients in each group. The primary outcomes assessed were operative details, number of lymph nodes dissected, rate of lymph node metastasis, postoperative complications, duration of hospital stay, and follow-up and survival outcomes.Results:The PG group had a significantly shorter median operative time than did the TG group (250 vs. 280 minutes, Z = -4.970, P<0.001), with fewer cases of intraoperative blood loss >100 mL (30.1%[22/73] vs. 46.6%[34/73], χ2=4.171, P=0.041), and a smaller number of lymph nodes removed (median 33 vs. 46, Z =-4.774, P<0.001); all of these differences are statistically significant (all P<0.05). Differences between the two groups in postoperative hospital stay and postoperative complications were not statistically significant (both P>0.05). Furthermore, no statistically significant differences were found between the PG and TG groups in the number of lymph nodes dissected or the lymph node metastasis rates at stations No. 1, No. 2, No. 3, No. 4sa, No. 4sb, and No. 7 (all P> 0.05). Among the 209 patients in the TG group, analysis of risk factors for metastasis to distal perigastric lymph nodes (No.4d, No.5, and No.6) showed that patients with tumor diameters ≤4 cm and T1–T3 stage disease had significantly lower rates of metastasis to these lymph nodes than did patients with tumor diameters >4 cm and/or T4 stage disease (0/78 vs. 12/131 [9.2%]); these differences are statistically significant ( P=0.014). The median duration of follow-up for the entire cohort was 26 months. The 3-year overall survival rates for the PG and TG groups were 62.5% and 63.3%, respectively; this difference is not statistically significant (χ 2=0.330, P = 0.565). Multivariate analysis showed that older age ( P = 0.035) and advanced pathological stage ( P = 0.018) were significant independent risk factors that affected overall survival in patients with Siewert type II and III adenocarcinoma of the esophagogastric junction. Conclusions:PG is safe and feasible for patients with Siewert types II and III adenocarcinoma of the esophagogastric junction. The number of lymph nodes dissected and metastasis status were similar in the TG and PG groups.
9.Role of Siblings protein family in cardiovascular diseases
Jinjie CHEN ; Geng LI ; Yefan JIANG
Chinese Journal of Tissue Engineering Research 2025;29(24):5171-5178
BACKGROUND:Siblings family protein is an exocrine protein family,which can be secreted into the extracellular matrix by a variety of cells and is adhered to extracellular matrix collagen,and in turn it will act on the cells,resulting in corresponding physiological and pathological effects.OBJECTIVE:To summarize the current research on the effects of Siblings family protein on cardiovascular diseases.METHODS:The relevant literature was searched in PubMed,Web of Science,Engineering Village and CNKI databases by computer from January 2008 to March 2024.The search terms were"Current research status,Siblings,Siblings protein family,Cardiovascular,Cardiovascular diseases"in Chinese and English.According to the inclusion criteria,search results were screened and excluded,and finally 76 papers were included for review and analysis.RESULTS AND CONCLUSION:(1)Siblings family proteins play a significant role in various cardiovascular diseases,which has great research potentials especially in valvular calcification and vascular sclerosis.(2)Some Siblings family proteins can deposit calcium salts to form hydroxyapatite core that starts to form microcalcification nodules.Moreover,they can promote positive feedback mechanism of osteoblast-like differentiation by binding RGD peptide and integrin receptors on the cell surface,and increase the expression of Siblings family proteins.(3)Integrin receptor can be a potential target for the treatment of cardiovascular calcification diseases.Clinically,calcification process can be delayed by blocking integrin receptor.
10.Value of biomarkers related to routine blood tests in early diagnosis of allergic rhinitis in children.
Jinjie LI ; Xiaoyan HAO ; Yijuan XIN ; Rui LI ; Lin ZHU ; Xiaoli CHENG ; Liu YANG ; Jiayun LIU
Chinese Journal of Cellular and Molecular Immunology 2025;41(4):339-347
Objective To mine and analyze the routine blood test data of children with allergic rhinitis (AR), identify routine blood parameters related to childhood allergic rhinitis, establish an effective diagnostic model, and evaluate the performance of the model. Methods This study was a retrospective study of clinical cases. The experimental group comprised a total of 1110 children diagnosed with AR at the First Affiliated Hospital of Air Force Medical University during the period from December 12, 2020 to December 12, 2021, while the control group included 1109 children without a history of allergic rhinitis or other allergic diseases who underwent routine physical examinations during the same period. Information such as age, sex and routine blood test results was collected for all subjects. The levels of routine blood test indicators were compared between AR children and healthy children using comprehensive intelligent baseline analysis, with indicators of P≥0.05 excluded; variables were screened by Lasso regression. Binary Logistic regression was used to further evaluate the influence of multiple routine blood indexes on the results. Five kinds of machine model algorithms were used, namely extreme value gradient lift (XGBoost), logistic regression (LR), gradient lift decision tree (LGBMC), Random forest (RF) and adaptive lift algorithm (AdaBoost), to establish the diagnostic models. The receiver operating characteristic (ROC) curve was used to screen the optimal model. The best LightGBM algorithm was used to build an online patient risk assessment tool for clinical application. Results Statistically significant differences were observed between the AR group and the control group in the following routine blood test indicators: mean cellular hemoglobin concentration (MCHC), hemoglobin (HGB), absolute value of basophils (BASO), absolute value of eosinophils (EOS), large platelet ratio (P-LCR), mean platelet volume (MPV), platelet distribution width (PDW), platelet count (PLT), absolute values of leukocyte neutrophil (W-LCC), leukocyte monocyte (W-MCC), leukocyte lymphocyte (W-SCC), and age. Lasso regression identified these variables as important predictors, and binary Logistic regression further analyzed the significant influence of these variables on the results. The optimal machine learning algorithm LightGBM was used to establish a multi-index joint detection model. The model showed robust prediction performance in the training set, with AUC values of 0.8512 and 0.8103 in the internal validation set. Conclusion The identified routine blood parameters can be used as potential biomarkers for early diagnosis and risk assessment of AR, which can improve the accuracy and efficiency of diagnosis. The established model provides scientific basis for more accurate diagnostic tools and personalized prevention strategies. Future studies should prospectively validate these findings and explore their applicability in other related diseases.
Humans
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Male
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Female
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Rhinitis, Allergic/blood*
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Child
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Biomarkers/blood*
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Retrospective Studies
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Early Diagnosis
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Child, Preschool
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ROC Curve
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Logistic Models
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Hematologic Tests
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Algorithms
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Adolescent
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Machine Learning

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