1.Research progress in online monitoring technologies for workplace dust concentration
Qiangzhi GUO ; Yuntao MU ; Jinning YU ; Chuntao GE ; Chen WANG ; Zhiguo ZHOU ; Xue JIANG ; Yazhen WANG ; Jinling LIU ; Di LIU ; Shibiao SU
China Occupational Medicine 2025;52(4):472-476
Occupational pneumoconiosis remains the most common occupational disease in China, with occupational mineral dust exposure being its primary causative factor. Although national standards for online monitoring and early warning systems of coal mine dust concentrations have been established, national occupational health standards for rapid and online monitoring of dust concentration and particle size distribution in other industries are still limited. Among dust concentration sensor technologies, the light scattering method is the preferred choice for online dust monitoring owing to its wide measurement range and low cost. The beta-ray absorption method is mature but highly sensitive to humidity. The electrostatic induction method offers high sensitivity, simple structure, and low maintenance costs but exhibits high errors in low-concentration dust monitoring. The tapered element oscillating microbalance method is highly sensitive but costly. Multi-sensor data fusion technology can improve monitoring reliability, however, mature domestic products are not yet available. For monitoring dust particle size distribution, sieving and sedimentation methods are cumbersome. The aerodynamic method shows broad prospects in the online monitoring of respirable dust but has obvious measurement errors for larger dust particles. The use of optical measurement method is limited by dust morphology and is not suitable for monitoring coal dust particle size distribution. The electrical mobility method is primarily applicable to submicron dust. Future research should focus on promoting the application of monitoring technology for respirable dust particle size distribution in online monitoring of industrial dust. By integrating Internet of Things, data mining, and artificial intelligence technologies, along with multi-sensor data fusion and numerical simulation, dust concentration prediction models can be established to achieve accurate dust concentration monitoring and early warning of exceedances. The advancements of technologies will provide scientific support for the assessment of industrial dust hazards and the prevention and control of occupational pneumoconiosis.
2.Pathological image classification model based on pseudo-bag strategy and feature adjustment
Jinling CHEN ; Yanlin SU ; Zhouwei TANG ; Jihong WEI ; Qi KE ; Yuzhu JI ; Ziqing GAO
Chinese Journal of Medical Physics 2025;42(6):775-783
Objective To propose a classification model based on a pseudo-bag strategy and feature adjustment for whole slide imaging in pathology.Methods A pseudo-bag generator was constructed to divide a parent bag into 3 pseudo-bags for increasing the number of training bags.Then,a pseudo-bag learning method based on Nystr?m-based algorithm for approximating self-attention and a selective feature fusion method were employed to process the pseudo-bags.Specifically,the pseudo-bag learning method based on Nystr?m-based algorithm for approximating self-attention reduced computational complexity through an improved multi-head self-attention mechanism while deeply extracting instance features to obtain pseudo-bag classification predictions,thereby enhancing pseudo-bag classification accuracy;and the selective feature fusion method refined pseudo-bag features by filtering and extracting relevant instances.Finally,the model adjusted bag features by extracting confounding factors to avoid interference from irrelevant information and further improve classification accuracy.Results The proposed model was evaluated on two datasets(CAMELYON-16 and TCGA-NSCLC)and compared with 10 other methods,and the results demonstrated that the proposed model achieved the best performance.The proposed method reached an accuracy of 0.943 on the CAMELYON-16 dataset and 0.906 on the TCGA-NSCLC dataset.Conclusion The proposed model can significantly improve the accuracy of whole-slide pathological image classification by effectively mitigating the overfitting and avoiding interference from irrelevant information.
3.Long-term protective efficacy of recombinant CHO cell-derived hepatitis B vaccine:A 26-year follow-up study in Zhengding county
Qiudong SU ; Zhiyong HAO ; Feng QIU ; Lili QIAO ; Huijuan JIA ; Shuang ZHANG ; Pengpeng YUAN ; Juan CHU ; Zhiyong ZHANG ; Junfang YAO ; Jinling WEI ; Yan WANG ; Peiqi ZHAO ; Yujiao LIU ; Zhao GAO ; Jingchen MA ; Feng WANG ; Haisong ZHOU
Chinese Journal of Experimental and Clinical Virology 2025;39(4):434-440
Objective:To evaluate the long-term protective efficacy of the recombinant Chinese hamster ovary cell-derived hepatitis B vaccine(CHO-HepB)26 years post-vaccination in the rural China.Methods:Zhengding county,Hebei province was designated as a rural monitoring site for CHO-HepB efficacy. Study participants included individuals born between 1997 and 1999 who had completed the three-dose CHO-HepB primary series without booster doses. A cross-sectional survey was conducted in late 2024 using random sampling. Demographic and vaccination history data were collected via questionnaires,and hepatitis B virus(HBV)serological markers were detected using chemiluminescence. Historical surveillance data were integrated to infer infection statuses of HBsAg-positive individuals and evaluate longitudinal trends in anti-HBs seropositivity and antibody titers.Results:Among 178 participants(mean time since vaccination:26.2 years),the seroprevalence rates were 0.6% for HBsAg(95% CI:0.0%-1.6%),64.6% for anti-HBs(95% CI:57.6%-71.6%),and 1.1% for anti-HBc(95% CI:0.0%-2.7%). Compared to the pre-vaccination baseline HBsAg positivity of 11.3% in children under 10 years of age,the estimated vaccine protection rate was 95%. Two notable cases were identified:one with concurrent HBsAg and anti-HBc positivity and one with anti-HBs and anti-HBc positivity,suggestive of transient HBV exposure(1999—2009)without chronicity. Natural immune boosting was inferred for the latter case based on anti-HBs titer dynamics. Longitudinal analysis of four prior cross-sectional surveys(2005,2009,2013,and 2017)revealed no significant upward trends in HBsAg and anti-HBc positivity(both P>0.05)over 26 years,while anti-HBs seropositivity declined significantly( P<0.05)from 6 to 26 years post-vaccination. Conclusion:The CHO-HepB vaccine demonstrates sustained immunological persistence and robust long-term protection up to 26 years post-immunization. Continued emphasis on rigorous implementation of mother-to-child transmission prevention strategies is critical for future hepatitis B control.
4.Pathological image classification model based on pseudo-bag strategy and feature adjustment
Jinling CHEN ; Yanlin SU ; Zhouwei TANG ; Jihong WEI ; Qi KE ; Yuzhu JI ; Ziqing GAO
Chinese Journal of Medical Physics 2025;42(6):775-783
Objective To propose a classification model based on a pseudo-bag strategy and feature adjustment for whole slide imaging in pathology.Methods A pseudo-bag generator was constructed to divide a parent bag into 3 pseudo-bags for increasing the number of training bags.Then,a pseudo-bag learning method based on Nystr?m-based algorithm for approximating self-attention and a selective feature fusion method were employed to process the pseudo-bags.Specifically,the pseudo-bag learning method based on Nystr?m-based algorithm for approximating self-attention reduced computational complexity through an improved multi-head self-attention mechanism while deeply extracting instance features to obtain pseudo-bag classification predictions,thereby enhancing pseudo-bag classification accuracy;and the selective feature fusion method refined pseudo-bag features by filtering and extracting relevant instances.Finally,the model adjusted bag features by extracting confounding factors to avoid interference from irrelevant information and further improve classification accuracy.Results The proposed model was evaluated on two datasets(CAMELYON-16 and TCGA-NSCLC)and compared with 10 other methods,and the results demonstrated that the proposed model achieved the best performance.The proposed method reached an accuracy of 0.943 on the CAMELYON-16 dataset and 0.906 on the TCGA-NSCLC dataset.Conclusion The proposed model can significantly improve the accuracy of whole-slide pathological image classification by effectively mitigating the overfitting and avoiding interference from irrelevant information.
5.Long-term protective efficacy of recombinant CHO cell-derived hepatitis B vaccine:A 26-year follow-up study in Zhengding county
Qiudong SU ; Zhiyong HAO ; Feng QIU ; Lili QIAO ; Huijuan JIA ; Shuang ZHANG ; Pengpeng YUAN ; Juan CHU ; Zhiyong ZHANG ; Junfang YAO ; Jinling WEI ; Yan WANG ; Peiqi ZHAO ; Yujiao LIU ; Zhao GAO ; Jingchen MA ; Feng WANG ; Haisong ZHOU
Chinese Journal of Experimental and Clinical Virology 2025;39(4):434-440
Objective:To evaluate the long-term protective efficacy of the recombinant Chinese hamster ovary cell-derived hepatitis B vaccine(CHO-HepB)26 years post-vaccination in the rural China.Methods:Zhengding county,Hebei province was designated as a rural monitoring site for CHO-HepB efficacy. Study participants included individuals born between 1997 and 1999 who had completed the three-dose CHO-HepB primary series without booster doses. A cross-sectional survey was conducted in late 2024 using random sampling. Demographic and vaccination history data were collected via questionnaires,and hepatitis B virus(HBV)serological markers were detected using chemiluminescence. Historical surveillance data were integrated to infer infection statuses of HBsAg-positive individuals and evaluate longitudinal trends in anti-HBs seropositivity and antibody titers.Results:Among 178 participants(mean time since vaccination:26.2 years),the seroprevalence rates were 0.6% for HBsAg(95% CI:0.0%-1.6%),64.6% for anti-HBs(95% CI:57.6%-71.6%),and 1.1% for anti-HBc(95% CI:0.0%-2.7%). Compared to the pre-vaccination baseline HBsAg positivity of 11.3% in children under 10 years of age,the estimated vaccine protection rate was 95%. Two notable cases were identified:one with concurrent HBsAg and anti-HBc positivity and one with anti-HBs and anti-HBc positivity,suggestive of transient HBV exposure(1999—2009)without chronicity. Natural immune boosting was inferred for the latter case based on anti-HBs titer dynamics. Longitudinal analysis of four prior cross-sectional surveys(2005,2009,2013,and 2017)revealed no significant upward trends in HBsAg and anti-HBc positivity(both P>0.05)over 26 years,while anti-HBs seropositivity declined significantly( P<0.05)from 6 to 26 years post-vaccination. Conclusion:The CHO-HepB vaccine demonstrates sustained immunological persistence and robust long-term protection up to 26 years post-immunization. Continued emphasis on rigorous implementation of mother-to-child transmission prevention strategies is critical for future hepatitis B control.
6.Role of HK2 and VDAC1 in Diacetylmorphine-induced Cardiomyocyte Apoptosis
Jinling XIAO ; Yaling GUAN ; Sensen ZHU ; Mengjie ZHUANG ; Liping SU ; Hongwei PU
Journal of Kunming Medical University 2024;45(2):7-13
Objective To investigate the role of HK2 and VDAC1 in diacetylmorphine-induced cardiomyocyte apoptosis.Methods A dose-escalation method was used to establish a rat model of diacetylmorphine addiction.Forty SD rats were randomly divided into three groups,the normal group(n=10)was injected with an equal amount of saline subcutaneously,the model group(n=15)was injected with 5 mg/kg of diacetylmorphine for the first time,and then the dose was increased by 2.5 mg/(kg·d)day by day for 20 days,and the group of model +10 D(n=15)continued to increase the dose based on the model group up to the 10th day.Lactate dehydrogenase(LDH)and glutamic oxaloacetic transaminase(GOT)were detected by ELISA;HE staining was used to observe the pathological changes of myocardial tissues in each group;TUNEL staining was used to detect apoptosis in myocardial tissues in each group;and immunohistochemistry,RT-q-analysis,and immunochemistry were used to detect apoptosis in myocardial tissues in each group.Immunohistochemistry,RT-qPCR and Western bl-ot were used to detect the mRNA and protein expression of HK2,VDAC1 and apoptosis-related factors.Results HE staining revealed that myocardial tissues exhibited different degrees of damage with the prolongation of diacetylmorphine intervention.Compared with the normal group,serum LDH,GOT content and myocardial apoptosis rate increased in the model group,mRNA and protein levels of HK2 and anti-apoptotic factor Bcl-2 decreased,mRNA and protein levels of VDAC1 and pro-apoptotic factors Bax and Caspase-3 increased,and the protein level of Clevead Caspase-3 increased;in the model +10 D group the above indexes,there was a statistically significant difference(P<0.05).Conclusion Diacetylmorphine can cause cardiomyocyte apoptosis,and VDAC1 may be involved in the process of cardiomyocyte apoptosis caused by diacetylmorphine.
7.Study on correlation between circulating exosome miR-485-3p and STYX expression with onset of premature coronary heart disease
Fan WANG ; Qingyong LI ; Yujie LIU ; Jingcai LUO ; Jinling SU ; Tongwen DING ; Qi SUN
Chongqing Medicine 2024;53(16):2462-2466,2471
Objective To investigate the correlation between the expression of circulating exosome miR-485-3p and STYX with the risk of premature coronary heart disease.Methods A total of 50 inpatients with early onset coronary heart disease diagnosed by coronary angiography or CT angiography (CTA) in Af-filiated Puyang Municipal People's Hospital of Xinxiang Medical College from August to December 2023 were selected as the study group and 50 patients with excluded coronary artery disease by examination during the same period were included in the control group.The general clinical data of the two groups were collected,the plasma exosome miR-485-3p and STYX levels were detected.The degree of coronary arterial lesions in the pa-tients of the study group was evaluated by the Gensini score.The Spearman correlation analysis was used to analyze the relationship between plasma exosome miR-485-3p and STYX with LDL and Gensini score.The re-ceiver operating characteristic (ROC) curve was used to analyze the diagnostic value of plasma exosome miR-485-3p and STYX in the diagnosis of premature coronary heart disease.The multivariate logistic regression was used to determine the independent risk factors for premature coronary heart disease.Results Compared with the control group,the family history of coronary heart disease,smoking history,LDL and plasma exo-some miR-485-3p level in the study group were increased,the plasma STYX level was decreased and the differences were statistically significant (P<0.05);the Spearman correlation analysis showed that miR-485-3p was positively correlated with LDL (r=0.546) and Gensini score (r=0.485),and negatively correlated with STYX (r=-0.576).STYX was negatively correlated with LDL (r=-0.389) and Gensini score (r=-0.531).The ROC curve showed that the area under the curve of miR-485-3p,STYX and their combination in the diagnosis of premature coronary heart disease was 0.821 (95%CI:0.736-0.906),0.850 (95%CI:0.772-0.927) and 0.899 (95%CI:0.837-0.960) respectively.Conclusion The expression of circulating exosome miR-485-3p in premature coronary heart disease is up-regulated and the expression of STYX is down-regulated,the both are closely related to the degree of coronary artery lesion,which could be used as the po-tential biomarkers for the diagnosis of premature coronary heart disease.
8.Impacts of varicocele on the structure and proteomics of rat testis tissue: An experimental study.
Xu-Song ZHAO ; Bo FANG ; Cang-Yu TIAN ; Yan-Kang CUI ; Tian-Yi SHEN ; Su-Chun WANG ; Hao TANG ; Meng WU ; Feng XU
National Journal of Andrology 2024;30(12):1098-1104
OBJECTIVE:
To study the impacts of varicocele (VC) and varicocelectomy (VCT) on the proteomics of rat testis tissue, and to analyze the differential proteins and signaling pathways, and observe the microstructural changes of the testis tissue.
METHODS:
We selected 60 male SD rats and divided them into a sham operation (SO), a VC model control, and a VCT group. We harvested the testis tissues from the rats at 4 weeks after modeling for determination of the differential protein expressions by mass spectrometry, analysis of the changes in the protein signaling pathways by KEGG pathway repolarization, and observation of the microstructural changes in the spermatogenic cells under the transmission electron microscope (TEM).
RESULTS:
A total of 15 clinically significant proteins were effectively identified, among which RPS24, KIFAP3, HPX, RPL38, TOP2A, PRPF19, TRPM3, RPL32, CNBP and AHSG were upregulated, while RPS9, TKFC, SH3BGRL3, ACAA2 and FABP3 downregulated. The differential pathways found included the Type-I 4-aminobutyrate degradation pathway, eIF2 signaling pathway, and Type-III glutamate degradation pathway, which were all related to the pathogenesis of testicular growth arrest. Compared with the rats in the VCT group, those of the VC group rats showed ultrastructural changes in the testis tissue under the TEM, such as mitochondrial vacuolar degeneration, dense nucleoli, invagination of cell nuclear membranes, and irregularity, which were detrimental to the survival of testicular cells.
CONCLUSION
VCT affects the development and growth of the testis by altering the expressions of relevant proteins and influencing the changes of the gene pathways in the testicular cells, which may be one of the causes of VC inducing testis injury and testicular spermatogenic dysfunction. The changes in these molecular pathways can provide some theoretical evidence for an insight VC as well as potential therapeutic targets for its treatment.
Male
;
Animals
;
Varicocele/pathology*
;
Rats
;
Testis/ultrastructure*
;
Rats, Sprague-Dawley
;
Proteomics
;
Signal Transduction
;
Proteome
9.Next-generation aluminum adjuvants: Immunomodulatory layered double hydroxide NanoAlum reengineered from first-line drugs.
Zhenwei SU ; Hamza BOUCETTA ; Jiahui SHAO ; Jinling HUANG ; Ran WANG ; Aining SHEN ; Wei HE ; Zhi Ping XU ; Lingxiao ZHANG
Acta Pharmaceutica Sinica B 2024;14(11):4665-4682
Aluminum adjuvants (Alum), approved by the US Food and Drug Administration, have been extensively used in vaccines containing recombinant antigens, subunits of pathogens, or toxins for almost a century. While Alums typically elicit strong humoral immune responses, their ability to induce cellular and mucosal immunity is limited. As an alternative, layered double hydroxide (LDH), a widely used antacid, has emerged as a novel class of potent nano-aluminum adjuvants (NanoAlum), demonstrating advantageous physicochemical properties, biocompatibility and adjuvanticity in both humoral and cellular immune responses. In this review, we summarize and compare the advantages and disadvantages of Alum and NanoAlum in these properties and their performance as adjuvants. Moreover, we propose the key features for ideal adjuvants and demonstrate that LDH NanoAlum is a promising candidate by summarizing its current progress in immunotherapeutic cancer treatments. Finally, we conclude the review by offering our integrated perspectives about the remaining challenges and future directions for NanoAlum's application in preclinical/clinical settings.
10.Review of transcutaneous electrical acupoint stimulation and related devices
Lei WANG ; Xinjiang ZHANG ; Bowen FENG ; Shuai ZHANG ; Yanfeng ZHENG ; Chen XIN ; Chong SU ; Fang WANG ; Mozheng WU ; Jinling ZHANG ; Yuqi LIU ; Liang LI ; Chris ZASLAWSKI ; Peijing RONG
Science of Traditional Chinese Medicine 2024;2(2):71-81
A review was undertaken of the operation process and development of transcutaneous electrical acupoint stimulation (TEAS) and related devices for TEAS, with the aim to offer a reference for developing an international standard for the basic safety and essential performance of the devices. The articles related to TEAS and instruction of devices for TEAS were searched using the EMBASE, MEDLINE, and Web of Science databases with the time period from inception to July 18, 2023. In the absence of a parameter description of the stimulators, a multimeter was used to measure the output voltage, resistance, and current. Thirty-two related devices for TEAS were obtained. The safety parameters of most devices were neither clearly defined, nor stand ardized, and in some cases were missing. There was a noticeable disparity in the upper safety limits of the output current among the devices. The sizes of the skin electrode pads as well as the lengths of the electrode connecting wires of most devices were not clearly indicated. Acupoints on different parts of the human body, including the upper limbs, head, auricle, chest, abdomen, trunk, and lower limbs, required different maximum tolerable current intensities and current densities. It is important to indicate comprehensive output/safety parameters and essential performance for devices for TEAS to meet the need of global distribution, achieve precise stimulation parameters at different acupoints across the human body, and allay any safety concern of national therapeutic device authorities, the regulators, manufacturers, and end users.

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