1.Current quality status and management countermeasures of occupational health technical services in Zhejiang Province
Qiuliang XU ; Feng HAN ; Peng WANG ; Zhen ZHOU ; Fei LI ; Hongwei XIE ; Yong HU ; Weiming YUAN ; Lifang ZHOU ; Hua ZOU
Journal of Environmental and Occupational Medicine 2026;43(3):341-346
Background The quality of occupational health technical services is directly linked to the protection of workers' health rights and the efficacy of occupational disease prevention and control. However, the industry still faces critical challenges: sporadic instances of institutional non-compliance and persistent irregularities in professional practice continue to undermine overall service performance. Objective To assess the current quality status of occupational health technical services in Zhejiang Province and propose countermeasures for quality improvement, providing a scientific basis for policy optimization and service delivery quality enhancement. Methods A total of 69 occupational health technical service institutions in Zhejiang Province that obtained formal accreditation as of April 30, 2024, were sampled, including 3 public institutions and 66 private institutions (comprising 3 formerly Class-A, 28 formerly Class-B, 11 formerly Class-C, and 24 newly certified institutions). Following the Technical Protocol for Quality Monitoring of Occupational Health Technical Service in Zhejiang Province and the Technical Protocol for Proficiency Testing of Occupational Health Detection in Zhejiang Province, a quality assessment task force comprising national and provincial experts was established. Evaluation was conducted across four dimensions: qualification maintenance and compliance, standardization of technical services, authenticity of technical services, and proficiency testing, utilizing a combination of document review, on-site inspections, and technical skill assessments. Results The occupational health technical service institutions in Zhejiang Province were predominantly private entities (82.5%), with significant disparities in overall service quality. The pass rates for qualification maintenance and compliance, technical service standardization, technical service authenticity, and the excellence rate for laboratory proficiency testing were 81.5%, 80.7%, 97.3%, and 90.4%, respectively. Regarding qualification maintenance, the pass rates for "environmental conditions" (49.8%, 56.7%) and "instrumentation and equipment" (58.2%、65.6%) were significantly lower for formerly Class-C and newly certified institutions compared to other categories. In terms of technical standardization, "standardized on-site inspections" recorded the lowest pass rate (67.4%), with newly certified institutions at only 48.0%. Regarding technical service authenticity, formerly Class-C institutions exhibited issues such as missing raw chromatograms for blank samples (85.7% pass rate). In laboratory proficiency testing, public and formerly Class-A institutions achieved 100% excellence rates, but the performance of formerly Class-C and newly certified institutions was comparatively weak; specifically, the failure rate for organic analysis in formerly Class-C institutions reached 20%; the failure rate for dust testing items in newly certified institutions was 10.3%. Conclusion The overall quality of occupational health technical services in Zhejiang Province still requires significant improvement, particularly in basic institutional conditions, the standardization of on-site inspections, and laboratory proficiency in organic and dust analysis. Formerly Class-C and newly certified institutions should be the primary focus of quality management efforts. Differentiated regulatory strategies are recommended, alongside strengthening interim and ex-post supervision to gradually enhance the quality of occupational health technical services across all institutions.
2.Mechanism of Shenfukang capsule in ameliorating renal interstitial fibrosis by regulating cellular crosstalk via the STAT3/YAP pathway
Wei DU ; Yufang YANG ; Yanhong LIAO ; Xiaoqin ZOU ; Zhiwei LIANG ; Xiangqian FENG ; Xiaobin ZHONG
China Pharmacy 2026;37(12):1547-1552
OBJECTIVE To investigate the mechanism by which Shenfukang capsule (SFK) ameliorates renal interstitial fibrosis (RIF) by regulating macrophage-fibroblast crosstalk via the signal transducer and activator of transcription 3 (STAT3)/Yes-associated protein (YAP) pathway. METHODS RAW264.7 macrophages were induced to polarize with transforming growth factor-β 1 (TGF-β 1 ). Subsequently, a non-contact co-culture system of macrophages with renal fibroblasts NRK-49F, as well as a non-contact co-culture system of macrophages with YAP-knockdown renal fibroblasts, were established. Cells were treated with low, medium, and high concentrations (4, 8, 16 μg/mL) of SFK, as well as a STAT3 inhibitor (STAT3-I,1.64 μg/mL) and losartan potassium tablets (positive control, 0.28 μg/mL), for 48 h. After intervention, the protein and mRNA expression levels of CD86, CD163, and STAT3 in macrophages, as well as CD86, F4/80, and STAT3 mRNA, were detected. In co-cultured renal fibroblasts, the protein and mRNA expression levels of α -smooth muscle actin ( α -SMA), Vimentin, collagen type Ⅰ (Col-Ⅰ), matrix metalloproteinase-1 (MMP-1), and YAP were detected. In co-cultured YAP-knockdown renal fibroblasts, the protein and mRNA expression levels of α -SMA, Vimentin, and MMP-1 were also detected. RESULTS Following TGF-β 1 induction, the protein expression levels of CD86, CD163, and STAT3, as well as the mRNA expression levels of CD86, F4/80, and STAT3 in macrophages were significantly increased ( P <0.05). The conditioned medium from polarized macrophages activated renal fibroblasts, as evidenced by significantly increased protein and mRNA expression levels of α -SMA, Vimentin, Col-Ⅰ, and YAP, and significantly decreased protein and mRNA expression levels of MMP-1 in renal fibroblasts ( P <0.05). Treatment with SFK and STAT3-I reversed the changes in the above indicators, with the medium concentration SFK group showing stronge r effects on some indicators than the low and high concentration groups. In the non-contact co-culture experiment of macrophages and YAP-knockdown renal fibroblasts, there were no statistically significant differences in the protein and mRNA expression of α-SMA, Vimentin, and MMP-1 among the groups. CONCLUSIONS SFK can inhibit macrophage-renal fibroblast crosstalk by blocking the STAT3/YAP pathway, thereby delaying the progression of RIF.
3.Proteomic Profiling of Qi-blood Deficiency vs Damp-heat Syndrome in Colorectal Cancer: Therapeutic Targeting by Astragaloside IV-berberine
Zhao-Huan LI ; Jing-Wen ZHAO ; Xin ZHANG ; Jian-Jin GUO ; Jie XU ; Zeng-Qiang YANG ; Hao TU ; Min ZOU ; Ming-Bin GUI ; Feng GAO
Progress in Biochemistry and Biophysics 2026;53(9):2462-2479
ObjectiveColorectal cancer (CRC) is a highly heterogeneous malignancy, and traditional Chinese medicine (TCM) syndrome differentiation is widely used in its clinical management. However, the biological basis underlying different TCM syndromes remains insufficiently understood. This study aimed to investigate the proteomic differences between qi-blood deficiency syndrome (QBDS) and damp-heat syndrome (DHS) in CRC patients and to establish a “syndrome-differential protein-herbal component” network for exploring potential molecular mechanisms and therapeutic targets associated with syndrome-specific treatment strategies. MethodsTumor tissue samples were collected from 10 patients with pathologically confirmed CRC, including 5 patients diagnosed with QBDS and 5 with DHS according to standardized TCM syndrome differentiation criteria. Tandem mass tag (TMT)-based quantitative proteomics was employed to identify differentially expressed proteins (DEPs) between the two syndrome groups. Functional enrichment analyses, including Gene Ontology (GO) annotation and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses, were performed to characterize the biological functions and signaling pathways associated with the identified DEPs. Least absolute shrinkage and selection operator (LASSO) regression analysis was further applied to screen key syndrome-related proteins and construct a core protein prediction model. Subsequently, molecular docking was conducted to evaluate the binding affinities between representative herbal compounds, astragaloside IV and berberine, and the identified core proteins. Finally, cell counting kit-8 (CCK-8) assays were performed in HCT 116 and HT-29 colorectal cancer cell lines to validate the anti-proliferative activities of these compounds in vitro. ResultsA total of 44 DEPs were identified between QBDS and DHS tissues, including 21 upregulated and 23 downregulated proteins in the QBDS group relative to the DHS group. Functional enrichment analyses revealed that these proteins were primarily associated with antiviral immune responses, regulation of inflammatory signaling, NF‑κB signaling pathways, cholesterol metabolism, and other biological processes relevant to tumor progression and host immune regulation. LASSO regression analysis identified eight core proteins with potential syndrome-specific significance. Among them, ST7, GPCPD1, and PODXL were closely associated with QBDS, whereas FAT1, GRB7, KRT7, MAFF, and MMP8 were associated with DHS. Molecular docking demonstrated favorable interactions between astragaloside IV and QBDS-related proteins, with binding energies lower than -5 kcal/mol, indicating stable binding activity. Berberine exhibited even lower binding energies and stronger binding specificity toward DHS-related core proteins. In vitro experiments further confirmed that both compounds inhibited CRC cell proliferation, while berberine displayed significantly greater anti-proliferative efficacy. The lowest 48 h IC50 value of berberine reached 15.21 mg/L in CRC cells, indicating a stronger growth-inhibitory effect than astragaloside IV. ConclusionCRC patients with QBDS and DHS exhibit distinct proteomic characteristics, suggesting that different TCM syndromes possess unique molecular signatures. The identified core proteins may serve as potential biomarkers for syndrome differentiation, while astragaloside IV and berberine may exert therapeutic effects through targeting syndrome-specific molecular networks. These findings provide preliminary proteomic evidence supporting syndrome-guided precision integrative medicine in CRC and offer new insights into the biological basis of TCM syndrome differentiation and individualized therapeutic strategies.
4.Effects of MAGED4 overexpression on proliferation, migration, and adhesion of hepatocellular carcinoma
Sheng ZHANG ; Zhibi ZHANG ; Xiaoqing YU ; Xiaoqiong ZOU ; Yuhang LIU ; Hao LÜ ; Feng LI ; Yanjing WANG ; Bin LUO ; Xiaoxun XIE ; Qingmei ZHANG
Acta Universitatis Medicinalis Anhui 2026;61(9):1558-1567
ObjectiveTo investigate the impact of melanoma-associated antigen D4 (MAGED4) on the malignant biological behavior of hepatocellular carcinoma (HCC), providing experimental evidence for its evaluation as a potential therapeutic target in HCC. MethodsGenes positively correlated with MAGED4 expression in HCC were screened using the LinkedOmics database, followed by GO functional and KEGG pathway enrichment analyses. Endogenously low-expressing SMMC-7721 and Huh7 cells were selected, with normal hepatic LO2 cells serving as controls. Stable overexpression cell lines were established via lentiviral infection (MAGED4 overexpression group), with RT-PCR and Western blot validating overexpression efficiency. The effects of MAGED4 overexpression on cell proliferation, cell cycle distribution, migration, and adhesion were systematically analyzed using CCK-8 assays, flow cytometry, scratch healing assays, Transwell migration assays, and cell adhesion assays. ResultsBioinformatics analysis indicated that MAGED4 co-expressed genes were significantly enriched in biological processes closely associated with tumor proliferation and metastasis, including cell-cell adhesion, extracellular matrix organization, and the PI3K-Akt signaling pathway. A stable MAGED4 overexpression cell model was successfully established. In vitro functional assays demonstrated that MAGED4-overexpressing SMMC-7721 and Huh7 cells exhibited a mesenchymal-like morphology, whereas LO2 cells maintained an epithelial-like morphology. Compared with the empty-virus control groups, the MAGED4-overexpressing groups showed significantly increased proliferative activity (48 h: t=3.887, 22.070, 8.866, all P<0.05; 72 h: t=3.231, 23.840, 9.848, all P<0.05; 96 h: t=5.123, 49.800, 5.909, P<0.05, P<0.01, P<0.05), wound healing rates (12 h: F=40.90, 44.00, 200.50, all P<0.001; 24 h: F=112.00, 34.89, 249.20, all P<0.001), and numbers of migrated cells (F=239.20, 59.79, 132.80, all P<0.001), along with significantly decreased numbers of adherent cells (F=73.65, 85.91, 138.00, all P<0.001), while no significant differences were observed in cell cycle phase distribution in all three cell lines. ConclusionMAGED4 enhances proliferation and migration while suppressing adhesion in both HCC and normal hepatocytes, however, induces mesenchymal-like morphological changes exclusively in HCC cells, suggesting that MAGED4 is capable of driving HCC progression and may serve as a potential therapeutic target for HCC.
5.Incidence and mortality of lung cancer in Beilun District of Ningbo City in Zhejiang Province from 2020 to 2024
Pan ZHU ; Zuquan ZOU ; Nian ZHU ; Feng GU ; Yubin WO ; Xuhui XU
Shanghai Journal of Preventive Medicine 2026;38(8):586-590
ObjectiveTo analyze the incidence and mortality of lung cancer in Beilun District of Ningbo City in Zhejiang Province from 2020 to 2024, and to provide a scientific basis for the prevention and control strategies of lung cancer. MethodsThis study was based on the tumor incidence and mortality surveillance data of registered residents in Beilun District from 2020 to 2024. The crude incidence rate, crude mortality rate, age-standardized incidence rate and age-standardized mortality rate of lung cancer were calculated by gender and age. The Joinpoint software was used to analyze the temporal trends of lung cancer incidence and mortality, and the average annual percent change (AAPC) of lung cancer incidence and mortality was calculated. ResultsFrom 2020 to 2024, a total of 3 496 cases of lung cancer were reported in Beilun District (crude incidence rate: 157.15/100 000, age-standardized incidence rate: 106.28/100 000), and 1 077 deaths were recorded (crude mortality rate: 48.42/100 000, age-standardized mortality rate: 26.00/100 000). The crude incidence rate (164.83/100 000) and crude mortality rate (73.97/100 000) for males were both higher than those for females (150.06/100 000 and 24.70/100 000, respectively). The average ages of lung cancer at diagnosis and death showed upward trends (AAPC=1.53%, 0.46%; t=10.23, 3.27; P=0.002, 0.047). The incidence and mortality rates increased with age, peaking in the 70‒74 age group (452.62/100 000) and the 80‒84 age group (402.63/100 000), respectively. Age-group analysis showed that only the incidence rate in the 50‒54 age group and the mortality rates in the 60‒64 and 70‒74 age groups exhibited downward trends over time (AAPC=-13.03%, -11.12%, -4.46%, P=0.038, 0.048, 0.031), while no significant trends were observed in other age groups. ConclusionThe incidence level of lung cancer among residents in Beilun District is relatively high, with a heavy disease burden and no obvious annual downward trend, posing significant challenges to prevention and control. The government should implement measures including strengthening tobacco control and occupational protection for men, formulating personalized diagnosis and treatment plans for elderly patients, launching kitchen health campaigns and passive smoking intervention for women, and improving the tumor registration and follow-up system to achieve precise gender-and age-specific prevention and control of lung cancer.
6.Association between screening myopia and mixed exposure to air pollution among primary school students in four cities in China
LIU Feng, LI Tingting, TAO Shuman, ZOU Liwei, TAO Fangbiao, WU Xiaoyan
Chinese Journal of School Health 2026;47(5):714-718
Objective:
To investigate the association between screening detected myopia in primary school students and mixed exposure to air pollutants, so as to provide a scientific basis for the prevention and control of myopia in children and adolescents.
Methods:
From May to July 2023, a cluster random sampling method was used to select 15 102 primary school students in grades 3 through 6 from Hefei, Zhongshan, Shenyang, and Nanchang citys. Data were collected through questionnaires, distance vision screening, and computerized refraction. Monthly average concentration data for particulate matter (PM 10 ), fine particulate matter (PM 2. 5), NO 2 and SO 2 were used to calculate the annual average pollutant concentrations for primary school students. Quantile g computation model was employed to analyze the association between mixed exposure to air pollutants and screening detected myopia.
Results:
The differences in concentrations of the four pollutants among cities were statistically significant ( H =12 886.0, 13 285.0, 8 559.0, 13 181.0, all P <0.01). In the overall sample, there was no statistically significant association between combined exposure to air pollutants and the risk of myopia ( β=0.033, 95%CI=-0.004-0.072, P =0.08). Stratified analysis by outdoor activity time showed that among primary school students with outdoor activity time ≤1 h/d, mixed exposure to air pollutants was positively associated with the risk of myopia ( β=0.050, 95%CI=0.002-0.099, P =0.04); after stratification by city, combined exposure to air pollutants was significantly associated with the risk of myopia among primary school students in Nanchang and Shenyang [ β (95% CI )= 0.232(0.175-0.289), 0.080(0.006-0.155), both P <0.05], whereas no statistically significant association was observed among primary school students in Hefei and Zhongshan [ β (95% CI )=-0.010(-0.071-0.051), -0.032(-0.167-0.102), both P > 0.05 ].
Conclusions
Exposure to multiple air pollutants may increase the risk of myopia in primary school students, with the risk influenced by time spent outdoors and geographical location. It is recommended that outdoor activity management for children be strengthened in areas with higher air pollution levels, and that environmental factors be incorporated into comprehensive myopia prevention and control strategies.
7.Criteria and prognostic models for patients with hepatocellular carcinoma undergoing liver transplantation
Meng SHA ; Jun WANG ; Jie CAO ; Zhi-Hui ZOU ; Xiao-ye QU ; Zhi-feng XI ; Chuan SHEN ; Ying TONG ; Jian-jun ZHANG ; Seogsong JEONG ; Qiang XIA
Clinical and Molecular Hepatology 2025;31(Suppl):S285-S300
Hepatocellular carcinoma (HCC) is a leading cause of cancer-associated death globally. Liver transplantation (LT) has emerged as a key treatment for patients with HCC, and the Milan criteria have been adopted as the cornerstone of the selection policy. To allow more patients to benefit from LT, a number of expanded criteria have been proposed, many of which use radiologic morphological characteristics with larger and more tumors as surrogates to predict outcomes. Other groups developed indices incorporating biological variables and dynamic markers of response to locoregional treatment. These expanded selection criteria achieved satisfactory results with limited liver supplies. In addition, a number of prognostic models have been developed using clinicopathological characteristics, imaging radiomics features, genetic data, and advanced techniques such as artificial intelligence. These models could improve prognostic estimation, establish surveillance strategies, and bolster long-term outcomes in patients with HCC. In this study, we reviewed the latest findings and achievements regarding the selection criteria and post-transplant prognostic models for LT in patients with HCC.
8.Shenqi Dihuang Decoction Improves Renal Function in Mouse Model of Diabetic Kidney Disease by Inhibiting Arachidonic Acid-related Ferroptosis Via ACSL4/LPCAT3/ALOX15 Axis
Yuantao WU ; Zhibin WANG ; Xinying FU ; Xiaoling ZOU ; Wenxiao HU ; Yixian ZOU ; Jun FENG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(12):140-149
ObjectiveTo investigate the therapeutic effects and mechanism of Shenqi Dihuang decoction (SQDHD) on diabetic kidney disease (DKD), with a focus on its impact on arachidonic acid-related ferroptosis. MethodsSixty C57BL/6 mice were allocated into a normal group (n=10) and a modeling group (n=50), with 43 mice successfully modeled. The successfully modeled mice were further allocated into model, low-, medium-, and high-dose (4.68, 9.36, and 18.72 g·kg-1, respectively) SQDHD, and dapagliflozin (0.13 mg·kg-1) groups. The drug treatment groups were administrated with corresponding agents by gavage, and the normal and model groups were administrated with equal volumes of normal saline by gavage. An electronic balance and a glucometer were used to monitor the body weight and fasting blood glucose level from the tail tip, respectively. Serum creatinine (Scr) and blood urea nitrogen (BUN) levels were measured by enzyme-linked immunosorbent assay (ELISA). Histopathological changes in the renal tissue were assessed by hematoxylin-eosin staining, Masson staining, and periodic acid-Schiff (PAS) staining. The fluorescence intensity of reactive oxygen species (ROS) in frozen sections was observed by an inverted fluorescence microscope to evaluate the levels of ferrous ions (Fe2+) and lipid peroxidation in the renal tissue. Immunofluorescence staining of glutathione peroxidase 4 (GPX4) and acyl-CoA synthetase long-chain family member 4 (ACSL4) in the renal tissue was performed to detect their localization and expression. Western blot was employed to assess the expression levels of key ferroptosis proteins such as GPX4 and cystine/glutamate antiporter (xCT), as well as the arachidonic acid metabolic pathway-related proteins, including ACSL4, lysophosphatidylcholine acyltransferase 3 (LPCAT3), and arachidonate 15-lipoxygenase (ALOX15). Real-time PCR was employed to measure the mRNA levels of key ferroptosis proteins, including solute carrier family 7 member 11 (SLC7A11) and GPX4, as well as arachidonic acid metabolism-related factors (ACSL4, LPCAT3, and ALOX15) in the renal tissue. ResultsCompared with the normal group, DKD model mice exhibited a decrease in body weight (P<0.01), increases in levels of blood glucose (P<0.01), 24-hour urinary protein, Scr, and BUN (P<0.01), along with severe pathological changes, such as mesangial cell proliferation, basement membrane thickening, tubular atrophy, and interstitial inflammatory cell infiltration. In addition, the modeling elevated the levels of Fe2+, MDA, LPO, and ROS (P<0.01), lowered the GPX4 and xCT levels (P<0.01), raised the ACSL4, LPCAT3, and ALOX15 levels (P<0.01), down-regulated the mRNA levels of GPX4 and SLC7A11 (P<0.01), and up-regulated the mRNA levels of ACSL4, LPCAT3, and ALOX15 (P<0.01) in the renal tissue. Compared with the model group, low-, medium-, and high-dose SQDHD groups and the dapagliflozin group showed an increase in body weight (P<0.01), decreases in levels of blood glucose (P<0.01), 24-hour urinary protein, and Scr (P<0.01), alleviated pathological changes in glomeruli and tubules, and reduced degree of glomerular and tubular fibrosis. The high-dose SQDHD group and the dapagliflozin group showed reductions in Fe2+, MDA, LPO, and ROS levels (P<0.01). The medium- and high-dose SQDHD groups and the dapagliflozin group exhibited increased levels of GPX4 and xCT (P<0.01), decreased levels of ACSL4, LPCAT3, and ALOX15 (P<0.05, P<0.01), and down-regulated mRNA levels of ACSL4, LPCAT3, and ALOX15 (P<0.01). ConclusionSQDHD ameliorates DKD by inhibiting ferroptosis potentially by reducing iron ion levels, inhibiting lipid peroxidation, up-regulating GPX4 expression, and down-regulating ACSL4 expression. This study provides new insights and a theoretical basis for the treatment of DKD with traditional Chinese medicine and identifies potential targets for developing novel therapeutics for DKD.
9.Shenqi Dihuang Decoction Improves Renal Function in Mouse Model of Diabetic Kidney Disease by Inhibiting Arachidonic Acid-related Ferroptosis Via ACSL4/LPCAT3/ALOX15 Axis
Yuantao WU ; Zhibin WANG ; Xinying FU ; Xiaoling ZOU ; Wenxiao HU ; Yixian ZOU ; Jun FENG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(12):140-149
ObjectiveTo investigate the therapeutic effects and mechanism of Shenqi Dihuang decoction (SQDHD) on diabetic kidney disease (DKD), with a focus on its impact on arachidonic acid-related ferroptosis. MethodsSixty C57BL/6 mice were allocated into a normal group (n=10) and a modeling group (n=50), with 43 mice successfully modeled. The successfully modeled mice were further allocated into model, low-, medium-, and high-dose (4.68, 9.36, and 18.72 g·kg-1, respectively) SQDHD, and dapagliflozin (0.13 mg·kg-1) groups. The drug treatment groups were administrated with corresponding agents by gavage, and the normal and model groups were administrated with equal volumes of normal saline by gavage. An electronic balance and a glucometer were used to monitor the body weight and fasting blood glucose level from the tail tip, respectively. Serum creatinine (Scr) and blood urea nitrogen (BUN) levels were measured by enzyme-linked immunosorbent assay (ELISA). Histopathological changes in the renal tissue were assessed by hematoxylin-eosin staining, Masson staining, and periodic acid-Schiff (PAS) staining. The fluorescence intensity of reactive oxygen species (ROS) in frozen sections was observed by an inverted fluorescence microscope to evaluate the levels of ferrous ions (Fe2+) and lipid peroxidation in the renal tissue. Immunofluorescence staining of glutathione peroxidase 4 (GPX4) and acyl-CoA synthetase long-chain family member 4 (ACSL4) in the renal tissue was performed to detect their localization and expression. Western blot was employed to assess the expression levels of key ferroptosis proteins such as GPX4 and cystine/glutamate antiporter (xCT), as well as the arachidonic acid metabolic pathway-related proteins, including ACSL4, lysophosphatidylcholine acyltransferase 3 (LPCAT3), and arachidonate 15-lipoxygenase (ALOX15). Real-time PCR was employed to measure the mRNA levels of key ferroptosis proteins, including solute carrier family 7 member 11 (SLC7A11) and GPX4, as well as arachidonic acid metabolism-related factors (ACSL4, LPCAT3, and ALOX15) in the renal tissue. ResultsCompared with the normal group, DKD model mice exhibited a decrease in body weight (P<0.01), increases in levels of blood glucose (P<0.01), 24-hour urinary protein, Scr, and BUN (P<0.01), along with severe pathological changes, such as mesangial cell proliferation, basement membrane thickening, tubular atrophy, and interstitial inflammatory cell infiltration. In addition, the modeling elevated the levels of Fe2+, MDA, LPO, and ROS (P<0.01), lowered the GPX4 and xCT levels (P<0.01), raised the ACSL4, LPCAT3, and ALOX15 levels (P<0.01), down-regulated the mRNA levels of GPX4 and SLC7A11 (P<0.01), and up-regulated the mRNA levels of ACSL4, LPCAT3, and ALOX15 (P<0.01) in the renal tissue. Compared with the model group, low-, medium-, and high-dose SQDHD groups and the dapagliflozin group showed an increase in body weight (P<0.01), decreases in levels of blood glucose (P<0.01), 24-hour urinary protein, and Scr (P<0.01), alleviated pathological changes in glomeruli and tubules, and reduced degree of glomerular and tubular fibrosis. The high-dose SQDHD group and the dapagliflozin group showed reductions in Fe2+, MDA, LPO, and ROS levels (P<0.01). The medium- and high-dose SQDHD groups and the dapagliflozin group exhibited increased levels of GPX4 and xCT (P<0.01), decreased levels of ACSL4, LPCAT3, and ALOX15 (P<0.05, P<0.01), and down-regulated mRNA levels of ACSL4, LPCAT3, and ALOX15 (P<0.01). ConclusionSQDHD ameliorates DKD by inhibiting ferroptosis potentially by reducing iron ion levels, inhibiting lipid peroxidation, up-regulating GPX4 expression, and down-regulating ACSL4 expression. This study provides new insights and a theoretical basis for the treatment of DKD with traditional Chinese medicine and identifies potential targets for developing novel therapeutics for DKD.
10.Application value of machine learning models based on CT radiomics for assessing split renal function
Junjie ZOU ; Ruidong LI ; Hu SONG ; Feng WANG ; Ning DING ; Kongyuan ZHANG
Chinese Journal of Radiological Health 2025;34(1):108-113
Objective Based on the radiomics features extracted from the unenhanced CT images of the lower abdomen, a variety of machine learning models were constructed to explore their application value in the assessment of split renal function. Methods A retrospective analysis was conducted on the unenhanced CT images from 240 single kidneys in patients with clinically suspected renal dysfunction. Based on the results of single-photon emission computed tomography renal dynamic imaging, the cases were classified into the normal glomerular filtration rate group (n=118) and the decreased glomerular filtration rate group (n=122). The region of interest was outlined on the unenhanced CT images and the radiomics features were extracted. The features were selected by correlation analysis and least absolute shrinkage and selection operator, and the machine learning models were constructed based on the algorithms of decision tree, support vector machine, random forest, logistic regression, and extreme gradient boosting. Area under the receiver operating characteristic curve, accuracy, sensitivity, and specificity were calculated to compare the performance of different models. Results Sixteen radiomics features were selected for constructing the machine learning models. The support vector machine model showed relatively high performance for the assessment of split renal function on the test set, with an area under the receiver operating characteristic curve value of 0.883 (95% confidence interval: 0.804-0.961), an accuracy of 0.778, a sensitivity of 0.811, and a specificity of 0.743. Conclusion The machine learning models constructed based on unenhanced CT radiomics can be used to preliminarily assess split renal function, which provides an innovative, convenient, and safe method for clinical diagnosis and has positive significance for treatment.

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