1.Practical application of ABC-XYZ analysis in traditional Chinese medicine decoction pieces inventory management
Li LIN ; Jianrong WANG ; Shuqing LIN ; Xiaojuan WEI
China Pharmacy 2026;37(11):1403-1407
OBJECTIVE To improve the inventory turnover rate of traditional Chinese medicine (TCM) decoction pieces in hospitals and achieve refined inventory management for cost reduction and efficiency improvement. METHODS Inventory data of TCM decoction pieces in our hospital from 2022 to 2023 were collected. Based on the sale amount and demand coefficient of variation respectively, the ABC classification method and XYZ analysis method were adopted for classification. The two classification results were combined through a cross matrix to divide them into three-level management priorities: level Ⅰ (AX, AY, BX), level Ⅱ (AZ, BY, CX), and level Ⅲ (BZ, CY, CZ). Differentiated inventory strategies were formulated for each level, and core indicators such as turnover rate and inventory cost before and after inventory management optimization were compared. RESULTS There were 58 types (14.22%) in level Ⅰ, 85 types (20.83%) in level Ⅱ, and 265 types (64.95%) in level Ⅲ. After inventory management optimization, the average inventory value of TCM decoction pieces decreased by 341 800 yuan, the average turnover rate increased by 73.03%, and the average turnover days decreased by 4.98 days. The differences in all indicators before and after optimization were statistically significant ( P <0.01). CONCLUSIONS The ABC-XYZ analysis method can break through the single-dimensional limitation of the traditional ABC classification method, adapt to characteristics such as the strong seasonality of TCM decoction pieces, significantly optimize the inventory structure, improve turnover efficiency, and reduce operating costs. It provides a feasible plan for the refined and scientific management of hospital TCM warehouses.
2.Efficacy and safety of primary duct closure versus T-tube drainage in treatment of recurrent choledocholithiasis
Minqiang REN ; Wanchao WANG ; Shuqing CUI ; Xiaodong MENG ; Siqing LIU
Journal of Clinical Hepatology 2026;42(7):1648-1655
ObjectiveTo provide a clinical reference for rational selection of the methods for common bile duct closure after laparoscopic common bile duct exploration (LCBDE) in patients with recurrent choledocholithiasis (RCL). MethodsA retrospective analysis was performed for the clinical data of 121 patients with RCL who underwent LCBDE in the Department of Hepatopancreatobiliary Surgery, The Affiliated Hospital of North China University of Science and Technology, from February 2022 to December 2025, and according to the method for common bile duct closure, the patients were divided into primary duct closure group (PDC group with 58 patients) and T-tube drainage group (TTD group with 63 patients). The two groups were compared in terms of time of operation, drainage volume on day 1 after surgery, total bilirubin level on day 3 after surgery, time to diet after surgery, time to drainage tube removal after surgery, common bile duct diameter at 1 week after surgery, length of postoperative hospital stay, total hospitalization costs, and complications, and the risk factors for postoperative complications were analyzed. The independent-samples t test or the Mann-Whitney U test was used for comparison of continuous data between groups, and the chi-square test or the Fisher’s exact test was used for comparison of categorical data between groups. The multivariate Logistic regression analysis was used to identify influencing factors for postoperative complications. ResultsCompared with the TTD group, the PDC group had a significantly shorter time of operation [48.50 (39.00 — 59.25) min vs 55.00 (46.00 — 69.00) min, Z=-2.726, P=0.006], a significantly lower level of total bilirubin on day 3 after surgery [17.25 (14.43 — 21.30) μmol/L vs 20.06 (16.40 — 29.30) μmol/L, Z=-2.950, P=0.003], a significantly shorter time to diet after surgery [1 (1 — 1) d vs 1 (1 — 2) d, Z=-4.506, P<0.001], a significantly shorter time to drainage tube removal after surgery [7 (7 — 7) d vs 8 (8 — 9) d, Z=-9.693, P<0.001], a significantly shorter length of postoperative hospital stay [8 (8 — 8) d vs 10 (9 — 11) d, Z=-8.960, P<0.001], and significantly lower total hospitalization costs [21 750 (20 369 — 23 310) yuan vs 24 889 (23 438 — 26 920) yuan, Z=-5.572, P<0.001], and common bile duct diameter at 1 week after surgery in the PDC group was closer to the normal physiological anatomical structure of the biliary tract compared with that in the TTD group [1.0 (0.9 — 1.1) cm vs 1.0 (1.0 — 1.1) cm, Z=-2.064, P=0.039]. Compared with the TTD group, the PDC group had significantly lower incidence rates of total complications (10.34% vs 26.98%, P=0.024) and electrolyte disturbance (1.72% vs 15.87%, P=0.006). The multivariate logistic regression analysis showed that common bile duct diameter <1.3 cm before surgery and total bilirubin level ≥21.0 μmol/L before surgery were independent risk factors for postoperative complications, while primary duct closure was an independent protective factor against postoperative complications (P<0.05). ConclusionUnder the premise of strict control of indications, PDC after LCBDE for RCL patients can accelerate recovery and reduce complications and hospitalization costs, thereby demonstrating greater advantages in clinical application.
3.Causality of serum metabolites on ulcerative colitis: a two-sample Mendelian randomization study
Yun MA ; Xingyu JI ; Dan DOU ; Shuqing WANG ; Yanzhen LIU ; Shengsheng ZHANG ; Luqing ZHAO
Chinese Journal of Clinical Nutrition 2025;33(1):31-39
Objective:To evaluate the effect and causality of serum metabolites on the pathogenesis of ulcerative colitis (UC), so as to provide reference for nutritional programs for patients with UC.Methods:Two-sample Mendelian randomization (MR) analysis was performed to estimate the causal relationship between serum metabolites and UC. Genome-wide association studies (GWAS) of 1 400 metabolites were performed, with the metabolites as exposure and UC as outcome. Inverse-variance weighted (IVW) was used to calculate causal estimates. Four other MR methods with different modeling assumptions including MR-Egger, weighted median, weighted mode, and simple mode were used as additional analyses to improve the stability of the results. The results were validated through heterogeneity and pleiotropy tests. Finally, the possible causal metabolites were analyzed by metabolic pathway analysis.Results:MR analysis revealed that 85 metabolites had a possible causal relationship with UC. Among them, phosphatidylglycerol 1,2-dipalmitoyl-gpc (DPPC) ( P=2.75×10 -6) and isovaleryl carnitine (C5) ( P=1.84×10 -5) were significant risk factors for UC. Metabolic pathway analysis identified 5 metabolic pathways that might be affected by these metabolites (all P<0.05), among which the porphyrin ( P=0.004) and pyrimidine metabolic pathways ( P=0.008) had higher confidence in impacting UC. Conclusions:There are causal relationships between some serum metabolites (in particular 1,2-dipalmitoyl-GPC and isovalerylcarnitine) and the risk of UC. The porphyrin and pyrimidine metabolic pathways may impact the pathogenesis of UC.
4.Parecoxib sodium alleviates pain in rats with femoral fractures by modulating TLR4/p38MAPK pathway
Hua WANG ; Huili SHEN ; Liyun DONG ; Shuqing ZHEN ; Guangping ZHAO ; Yongxue CHEN ; Xinbo WANG ; Jianhua LI
Immunological Journal 2025;41(4):237-242
Objective To investigate the effects of parecoxib sodium on pain and Toll-like receptor 4(TLR4)/p38 mitogen activated protein kinase(p38MAPK)pathway in rats with femoral fracture.Methods Sixty rats were randomly separated into sham operation group,model group,TLR4 inhibitor(TAK-242)group(3 mg/kg),parecoxib sodium group(10 mg/kg),and parecoxib sodium+TLR4 activator lipopolysaccharide group(10 mg/kg parecoxib sodium+15 mg/kg LPS),with 12 rats in each group.Except for the sham operation group,rats in all other groups were used to establish a femoral fracture model by transverse cutting of the mid femur.After 28 days of treatment in each group,X-rays were used to detect the degree of fracture healing in rats.The mechanical pain threshold(PWMT)and thermal pain threshold(PWTL)of rats were measured.ELISA was applied to detect the levels of tumor necrosis factor-α(TNF-α),interleukin-6(IL-6),and IL-10 in serum.Micro-CT method was applied to detect changes in femoral bone density(BMD),bone volume fraction(BV/TV),trabecular thickness(Tb.Th),and trabecular quantity(Tb.N)in rats.HE staining was applied to observe the pathological changes of bone tissue at the fracture site in rats.Western blot was applied to detect the expression of TLR4/p38MAPK pathway related proteins in bone tissue at the fracture site.Results Compared with the sham operation group,the fracture lines of rats in the model group were obvious,with a small amount of callus growth,the PWMT,PWTL,femoral BMD,BV/TV,Tb.Th,and Tb.N decreased,while the levels of serum IL-6,TNF-α,and IL-10,and the levels of TLR4 and p-p38MAPK/p38MAPK proteins in the bone tissue at the fracture site increased(P<0.05).Compared with the model group,the fracture lines in the TAK-242 group and the parecoxib sodium group were blurred,and there was an increase in callus growth,the PWMT,PWTL,femoral BMD,BV/TV,Tb.Th,and Tb.N,the serum IL-10 level increased,while the serum IL-6,TNF-αlevels,the TLR4 and p-p38MAPK/p38MAPK protein levels in bone tissue at the fracture site decreased(P<0.05).LPS could upregulate the phosphorylation levels of TLR4 and p38MAPK,and weaken the relieving effects on anti-inflammatory and pain of parecoxib sodium on fracture rats.Conclusion Paracoxib sodium may alleviate pain and accelerate fracture healing in rats with femoral fractures by inhibiting the TLR4/p38MAPK pathway and suppressing inflammatory responses.
5.Association of Chinese visceral adiposity index and high-sensitivity C-reactive protein with the risk of digestive malignancies
Shuqing CUI ; Chao MA ; Jiaxing LI ; Yunpeng LI ; Ze WANG ; Fei TIAN ; Hong JI ; Xinyu GE ; Shouling WU ; Xiangming MA
Journal of Clinical Hepatology 2025;41(7):1380-1387
Objective To investigate the association of Chinese visceral adiposity index(CVAI)and high-sensitivity C-reactive protein(hs-CRP)with the risk of digestive malignancies in the Kailuan study population,and to provide a basis for the prevention and control of digestive malignancies in the population.Methods A prospective cohort study was conducted,and a total of 94 377 Kailuan workers who participated in the 2006 health examination,had no history of cancer,and had complete data on CVAI,CRP,and related covariates were selected as the observation cohort.According to the levels of CVAI and CRP,the subjects were divided into low CVAI+CRP≤3 mg/L group[CVAI(-)CRP(-)group],low CVAI+CRP>3 mg/L group[CVAI(-)CRP(+)group],high CVAI+CRP≤3 mg/L group[CVAI(+)CRP(-)group],and high CVAI+CRP>3 mg/L group[CVAI(+)CRP(+)group].An analysis of variance was used for comparison of normally distributed continuous data between groups,and the non-parametric Kruskal-Wallis H test was used for comparison of continuous data with skewed distribution between groups;the chi-square test was used for comparison of categorical data between groups.The Cox proportional-hazards regression model was used to assess the impact of CVAI and CRP alone or in combination on the risk of digestive malignancies.Results There were significant differences between the four groups in age,male/female ratio,total cholesterol,triglycerides,high-density lipoprotein cholesterol,systolic blood pressure,diastolic blood pressure,fasting blood glucose,high-sensitivity C-reactive protein,waist circumference,body mass index,marital status,alcohol consumption,smoking,reported income,and physical exercise(all P<0.05).During a mean follow-up time of 14.08±2.76 years,2 043 new-onset cases of digestive malignancies were identified by the end of follow-up on December 31,2021.The Cox proportional-hazards regression model showed that after adjustment for CRP and other factors,compared with the low CVAI group,the high CVAI group had a hazard ratio(HR)of 1.34(95%confidence interval[CI]:1.23-1.47)for the risk of digestive malignancies.After adjustment for CVAI and other factors,compared with the CRP≤3 mg/L group,the CRP>3 mg/L group had an HR of 1.14(95%CI:1.02-1.28)for the risk of digestive malignancies.Compared with the CVAI(-)CRP(-)group(n=40 978),the CVAI(-)CRP(+)group(n=6 210),the CVAI(+)CRP(-)group(n=36 502),and the CVAI(+)CRP(+)group(n=10 687)had an HR of 1.05(95%CI:1.01-1.09,P<0.05),1.32(95%CI:1.20-1.45,P<0.05),and 1.48(95%CI:1.28-1.70,P<0.05),respectively,for the risk of digestive malignancies.As for digestive malignancies at specific locations,the CVAI(+)CRP(+)group had an increased risk of liver cancer,gastric cancer,pancreatic cancer,colorectal cancer,and small intestinal cancer with an HR of 1.35(95%CI:1.05-1.81,P<0.05),1.48(95%CI:1.09-2.00,P<0.05),1.60(95%CI:1.07-2.41,P<0.05),1.76(1.40-2.21,P<0.05),and 3.85(95%CI:1.43-10.33,P<0.05),respectively.Conclusion A high level of CVAI,a high level of CRP,and high levels of CVAI and CRP in combination can all increase the risk of digestive malignancies,among which the high levels of CVAI and CRP in combination may lead to a higher risk.
6.Molecular association between aging and idiopathic pulmonary fibrosis pathogenesis
Shuqing LI ; Yanfang WANG ; Lisha MO ; Liangji LIU ; Shiwen KE
Acta Laboratorium Animalis Scientia Sinica 2025;33(10):1403-1411
Objective To explore the correlation between aging and idiopathic pulmonary fibrosis(IPF)and reveal the underlying molecular mechanisms.Methods IPF models were established using young(2-month-old)and aged(18-month-old)C57BL/6J mice by intratracheal instillation of bleomycin(BLM)hydrochloride(2.5 mg/kg)after fully exposing the trachea.The control groups received an equal volume of saline administered in the same manner.Mice were divided randomly into four groups:a young control(Ctrl-Y)group,young model(IPF-Y)group,aged control(Ctrl-A)group,and aged model(IPF-A)group.Histopathological changes were evaluated by hematoxylin-eosin and Masson staining.Collagen type Ⅰ alpha 1 chain(COL1A1),α-smooth muscle actin(SMA),and fibronectin(FN)expression were detected by immunohistochemistry.Cell senescence was detected by senescence-associated beta-galactosidase(SA-β-Gal)staining.Differentially expressed genes were detected by transcrip tome sequencing,followed by gene ontology functional annotation(GO)and kyoto encyclopedia of genes and genomes(KEGG)pathway enrichment analysis.Core gene expression was validated by quantitative reverse transcription-polymerase chain reaction.Results The fibrosis score was significantly higher in the IPF-A group compared with the IPF-Y group(P<0.05).Expression levels of α-SMA,and FN were significantly upregulated in the IPF-A group versus the IPF-Y group by 36%,and 25%,respectively(P<0.05).The SA-β-Gal-positive area indicating senescence was significantly larger in the IPF-A group than in the IPF-Y group.Fifty-five senescence-IPF interactive genes were identified,among which Cdkn1a,MMP3,and Pdcd1 were synergistically upregulated in the IPF-A group(P<0.05).KEGG analysis revealed the activation of signaling pathways such as extracellular matrix(ECM)-receptor interaction,phagosome,cytokine-cytokine receptor interaction,efferocytosis,and PI3K-Akt(FDR<0.05).Conclusions aging promotes IPF progression,which induces lung tissue senescence.The underlying mechanism may involve ECM remodeling driven by immunosenescence,inflammatory accumulation,and metabolic disorders.
7.Causality of serum metabolites on ulcerative colitis: a two-sample Mendelian randomization study
Yun MA ; Xingyu JI ; Dan DOU ; Shuqing WANG ; Yanzhen LIU ; Shengsheng ZHANG ; Luqing ZHAO
Chinese Journal of Clinical Nutrition 2025;33(1):31-39
Objective:To evaluate the effect and causality of serum metabolites on the pathogenesis of ulcerative colitis (UC), so as to provide reference for nutritional programs for patients with UC.Methods:Two-sample Mendelian randomization (MR) analysis was performed to estimate the causal relationship between serum metabolites and UC. Genome-wide association studies (GWAS) of 1 400 metabolites were performed, with the metabolites as exposure and UC as outcome. Inverse-variance weighted (IVW) was used to calculate causal estimates. Four other MR methods with different modeling assumptions including MR-Egger, weighted median, weighted mode, and simple mode were used as additional analyses to improve the stability of the results. The results were validated through heterogeneity and pleiotropy tests. Finally, the possible causal metabolites were analyzed by metabolic pathway analysis.Results:MR analysis revealed that 85 metabolites had a possible causal relationship with UC. Among them, phosphatidylglycerol 1,2-dipalmitoyl-gpc (DPPC) ( P=2.75×10 -6) and isovaleryl carnitine (C5) ( P=1.84×10 -5) were significant risk factors for UC. Metabolic pathway analysis identified 5 metabolic pathways that might be affected by these metabolites (all P<0.05), among which the porphyrin ( P=0.004) and pyrimidine metabolic pathways ( P=0.008) had higher confidence in impacting UC. Conclusions:There are causal relationships between some serum metabolites (in particular 1,2-dipalmitoyl-GPC and isovalerylcarnitine) and the risk of UC. The porphyrin and pyrimidine metabolic pathways may impact the pathogenesis of UC.
8.Association of Chinese visceral adiposity index and high-sensitivity C-reactive protein with the risk of digestive malignancies
Shuqing CUI ; Chao MA ; Jiaxing LI ; Yunpeng LI ; Ze WANG ; Fei TIAN ; Hong JI ; Xinyu GE ; Shouling WU ; Xiangming MA
Journal of Clinical Hepatology 2025;41(7):1380-1387
Objective To investigate the association of Chinese visceral adiposity index(CVAI)and high-sensitivity C-reactive protein(hs-CRP)with the risk of digestive malignancies in the Kailuan study population,and to provide a basis for the prevention and control of digestive malignancies in the population.Methods A prospective cohort study was conducted,and a total of 94 377 Kailuan workers who participated in the 2006 health examination,had no history of cancer,and had complete data on CVAI,CRP,and related covariates were selected as the observation cohort.According to the levels of CVAI and CRP,the subjects were divided into low CVAI+CRP≤3 mg/L group[CVAI(-)CRP(-)group],low CVAI+CRP>3 mg/L group[CVAI(-)CRP(+)group],high CVAI+CRP≤3 mg/L group[CVAI(+)CRP(-)group],and high CVAI+CRP>3 mg/L group[CVAI(+)CRP(+)group].An analysis of variance was used for comparison of normally distributed continuous data between groups,and the non-parametric Kruskal-Wallis H test was used for comparison of continuous data with skewed distribution between groups;the chi-square test was used for comparison of categorical data between groups.The Cox proportional-hazards regression model was used to assess the impact of CVAI and CRP alone or in combination on the risk of digestive malignancies.Results There were significant differences between the four groups in age,male/female ratio,total cholesterol,triglycerides,high-density lipoprotein cholesterol,systolic blood pressure,diastolic blood pressure,fasting blood glucose,high-sensitivity C-reactive protein,waist circumference,body mass index,marital status,alcohol consumption,smoking,reported income,and physical exercise(all P<0.05).During a mean follow-up time of 14.08±2.76 years,2 043 new-onset cases of digestive malignancies were identified by the end of follow-up on December 31,2021.The Cox proportional-hazards regression model showed that after adjustment for CRP and other factors,compared with the low CVAI group,the high CVAI group had a hazard ratio(HR)of 1.34(95%confidence interval[CI]:1.23-1.47)for the risk of digestive malignancies.After adjustment for CVAI and other factors,compared with the CRP≤3 mg/L group,the CRP>3 mg/L group had an HR of 1.14(95%CI:1.02-1.28)for the risk of digestive malignancies.Compared with the CVAI(-)CRP(-)group(n=40 978),the CVAI(-)CRP(+)group(n=6 210),the CVAI(+)CRP(-)group(n=36 502),and the CVAI(+)CRP(+)group(n=10 687)had an HR of 1.05(95%CI:1.01-1.09,P<0.05),1.32(95%CI:1.20-1.45,P<0.05),and 1.48(95%CI:1.28-1.70,P<0.05),respectively,for the risk of digestive malignancies.As for digestive malignancies at specific locations,the CVAI(+)CRP(+)group had an increased risk of liver cancer,gastric cancer,pancreatic cancer,colorectal cancer,and small intestinal cancer with an HR of 1.35(95%CI:1.05-1.81,P<0.05),1.48(95%CI:1.09-2.00,P<0.05),1.60(95%CI:1.07-2.41,P<0.05),1.76(1.40-2.21,P<0.05),and 3.85(95%CI:1.43-10.33,P<0.05),respectively.Conclusion A high level of CVAI,a high level of CRP,and high levels of CVAI and CRP in combination can all increase the risk of digestive malignancies,among which the high levels of CVAI and CRP in combination may lead to a higher risk.
9.Artificial intelligence-assisted quality control of anal sphincter ultrasound:a multicenter clinical study
Man ZHANG ; Junyan AN ; Liang MU ; Yuanchun FU ; Kun WANG ; Shuqing HUANG ; Jiawei WU ; Shuangyu WU ; Ying CHEN ; Ruixuan WANG ; Xinling ZHANG
Chinese Journal of Ultrasonography 2025;34(7):594-601
Objective:To develop a quality control model for anal sphincter ultrasound images and validate its diagnostic performance across multiple centers.Methods:A retrospective analysis was conducted on anal sphincter ultrasound images from seven medical centers in China between May 2019 and June 2022. A total of 7 040 images from 3 116 patients were included and divided into a training set(4 912 images)and a validation set(2 128 images). The images were classified as standard or non-standard images by three experts. Three models were developed based on different image feature extraction methods:a single-branch model,a multi-branch weighted model,and a multi-branch ensemble model. The diagnostic performance of each model was evaluated using the area under the ROC curve(AUC),sensitivity,specificity,accuracy,positive predictive value,and negative predictive value,respectively. The optimal model was selected and compared with the performance of 4 doctors with varying experience levels. Sixty days later,the images with the assistance of the model's output were reassessed by the doctors to evaluate its impact on manual quality control.Results:① Among the 3 models,the multi-branch ensemble model demonstrated the highest AUC and sensitivity,with an AUC of 0.966(95% CI=0.958 - 0.974),a sensitivity of 91.83%,and a specificity of 91.41%. This model was named M quality. ② M quality's AUC was slightly lower than that of Senior A and B(0.966 vs. 0.976,0.976,and P<0.05),its sensitivity was slightly lower than that of Senior A(91.83% vs. 95.61%, P<0.001)but comparable to Senior B(91.83% vs. 92.89%, P=0.315),its specificity was slightly lower than Senior A and B(91.41% vs. 94.44%,98.18%,and P<0.05). However,M quality significantly outperformed Junior A and B in AUC and sensitivity(AUC:0.966 vs. 0.850,0.818;sensitivity:91.83% vs. 84.90%,61.46%;all P<0.001),its specificity was higher than that of Junior A(91.41% vs. 80.28%, P<0.001)but lower than that of Junior B(91.41% vs. 95.96%, P<0.001). ③ With model assistance,Senior B's sensitivity(92.89% vs. 94.20%, P=0.001)and Senior A's specificity(94.44% vs. 96.56%, P<0.001)improved significantly. Junior A and B showed significant improvements in AUC and sensitivity(AUC:0.931 vs. 0.850,0.914 vs. 0.818;sensitivity:91.83% vs. 84.90%,89.53% vs. 61.46%;all P<0.001). After model assistance,Junior A's specificity increased(93.62% vs. 80.28%, P<0.001),while Junior B's specificity decreased(91.60% vs. 95.96%, P=0.013). Conclusions:This study develops a quality control model for anal sphincter ultrasound images with robust diagnostic performance,approaching the level of seniors. The model significantly enhances the image quality assessment capabilities of juniors,demonstrating promising clinical application potential.
10.Molecular association between aging and idiopathic pulmonary fibrosis pathogenesis
Shuqing LI ; Yanfang WANG ; Lisha MO ; Liangji LIU ; Shiwen KE
Acta Laboratorium Animalis Scientia Sinica 2025;33(10):1403-1411
Objective To explore the correlation between aging and idiopathic pulmonary fibrosis(IPF)and reveal the underlying molecular mechanisms.Methods IPF models were established using young(2-month-old)and aged(18-month-old)C57BL/6J mice by intratracheal instillation of bleomycin(BLM)hydrochloride(2.5 mg/kg)after fully exposing the trachea.The control groups received an equal volume of saline administered in the same manner.Mice were divided randomly into four groups:a young control(Ctrl-Y)group,young model(IPF-Y)group,aged control(Ctrl-A)group,and aged model(IPF-A)group.Histopathological changes were evaluated by hematoxylin-eosin and Masson staining.Collagen type Ⅰ alpha 1 chain(COL1A1),α-smooth muscle actin(SMA),and fibronectin(FN)expression were detected by immunohistochemistry.Cell senescence was detected by senescence-associated beta-galactosidase(SA-β-Gal)staining.Differentially expressed genes were detected by transcrip tome sequencing,followed by gene ontology functional annotation(GO)and kyoto encyclopedia of genes and genomes(KEGG)pathway enrichment analysis.Core gene expression was validated by quantitative reverse transcription-polymerase chain reaction.Results The fibrosis score was significantly higher in the IPF-A group compared with the IPF-Y group(P<0.05).Expression levels of α-SMA,and FN were significantly upregulated in the IPF-A group versus the IPF-Y group by 36%,and 25%,respectively(P<0.05).The SA-β-Gal-positive area indicating senescence was significantly larger in the IPF-A group than in the IPF-Y group.Fifty-five senescence-IPF interactive genes were identified,among which Cdkn1a,MMP3,and Pdcd1 were synergistically upregulated in the IPF-A group(P<0.05).KEGG analysis revealed the activation of signaling pathways such as extracellular matrix(ECM)-receptor interaction,phagosome,cytokine-cytokine receptor interaction,efferocytosis,and PI3K-Akt(FDR<0.05).Conclusions aging promotes IPF progression,which induces lung tissue senescence.The underlying mechanism may involve ECM remodeling driven by immunosenescence,inflammatory accumulation,and metabolic disorders.

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