1.Study on Quantitative Evaluation Method of Balance Ability in Cancer Patients Based on Gait Features.
Junjie LIU ; Xu ZHOU ; Chao YU ; Qingqing CAO ; Zhiming YAO ; Wanqiu ZHANG ; Ling ZHANG ; Wanqing YAO ; Ning LIN
Chinese Journal of Medical Instrumentation 2025;49(4):369-374
The importance of gait assessment in the rehabilitation of cancer patients is gradually being recognized. However, quantitative analysis of balance ability in cancer patients is still limited. A total of 102 cancer patients meeting the inclusion criteria were recruited from Hefei Cancer Hospital, Chinese Academy of Sciences. Their balance ability was evaluated using the Berg Balance Scale (BBS). Gait data were collected by an electronic walkway and an IMU sensor system, including spatial-temporal and kinematic gait features such as step length, cadence, support time, and range of motion. Recursive feature elimination was used for feature selection. Ridge, Elastic Net, SVR, RF, and AdaBoost models were used to predict balance ability scores. Five-fold cross-validation was used to evaluate the performance of these models. Results show that the SVR model achieves the best performance with fifteen features (RMSE=3.22, R 2=0.91), followed by Ridge (RMSE=3.63, R 2=0.89). A method for evaluating balance ability based on gait features is proposed, providing a quantitative tool for personalized rehabilitation interventions in cancer patients.
Humans
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Postural Balance
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Neoplasms/rehabilitation*
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Gait
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Gait Analysis
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Biomechanical Phenomena
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Female
2.Nanomedicine-driven tumor glucose metabolic reprogramming for enhanced cancer immunotherapy.
Chenwei JIANG ; Minglu TANG ; Yun SU ; Junjie XIE ; Qi SHANG ; Mingmei GUO ; Xiaoran AN ; Longfei LIN ; Ruibin WANG ; Qian HUANG ; Guangji ZHANG ; Hui LI ; Feihu WANG
Acta Pharmaceutica Sinica B 2025;15(6):2845-2866
Tumors exhibit abnormal glucose metabolism, consuming excessive glucose and excreting lactate, which constructs a tumor microenvironment that facilitates cancer progression and disrupts immunotherapeutic efficacy. Currently, tumor glucose metabolic dysregulation to reshape the immunosuppressive microenvironment and enhance immunotherapy efficacy is emerging as an innovative therapeutic strategy. However, glucose metabolism modulators lack specificity and still face significant challenges in overcoming tumor delivery barriers, microenvironmental complexity, and metabolic heterogeneity, resulting in poor clinical benefit. Nanomedicines, with their ability to selectively target tumors or immune cells, respond to the tumor microenvironment, co-deliver multiple drugs, and facilitate combinatorial therapies, hold significant promise for enhancing immunotherapy through tumor glucose metabolic reprogramming. This review explores the complex interactions between tumor glucose metabolism-specifically metabolite transport, glycolysis processes, and lactate-and the immune microenvironment. We summarize how nanomedicine-mediated reprogramming of tumor glucose metabolism can enhance immunotherapy efficacy and outline the prospects and challenges in this field.
3.Investigation and analysis of main occupational health problems in 17 plywood manufacturing enterprises in Guangxi
Wenhua HUANG ; Jianyuan ZHONG ; Jialin ZHAO ; Junjie LIN ; Jingjing LUO ; Ji HUANG ; Shiyan OU ; Yueming JIANG
Journal of Shenyang Medical College 2024;26(3):278-282
Objective:To investigate the main occupational hazards,occupational protection facilities and workers'health examination in 17 plywood manufacturing enterprises in Guangxi,so as to provide valuable basis for ensuring workers'physical and mental health.Methods:A total of 17 plywood enterprises in Guangxi were selected as the observation objects.Through the occupational hazard assessment survey,the occupational hazards in the working environment and the collection of workers'occupational health examination data,the main occupational health problems were comprehensively analyzed and evaluated.Results:The over-standard rates of wood dust,formaldehyde,noise,and high temperature in 17 plywood manufacturing enterprises were 5.6%,28.1%,24.9%,and 29.1%,respectively.The noise in 17 enterprises exceeded standards,the mood dust and formaldehyde in 5 enterprises exceeded standards,and high temperature in 2 enterprises exceeded standards.The coincidence rate of dustproof and poisonproof facilities in production protection was 98.3%,the coincidence rate of heat-proof facilities was 88.2%and the coincidence rate of noise protection facilities was 76.5%.The coincidence rate of wearing and using personal protective equipment was 52.9%,and the coincidence rate of installing eyewash spray devices was 58.8%.The total physical examination rate in 17 enterprises was 42.6%(705/1 654),and the abnormal detection rate of physical examination was 14.6%,among which the abnormal detection rates of hearing,chest X-ray,and lung function were 7.4%,2.1%,and 1.7%,respectively.Conclusions:The main occupational health problems in 17 plywood manufacturing enterprises in Guangxi are wood dust,formaldehyde,noise,and high temperature,especially noise.The prevention and control effects of wood dust and formaldehyde are good,but the prevention and control measures for high temperature and noise need to be further strengthened.
4.Treatment of Pulmonary Nodules based on the Theory of "Two Colds Interacting,and Disturbance of Pivots"
Jingrui WANG ; Kexin DUAN ; Junjie HUANG ; Shujing WANG ; Zhiqiang CHEN ; Ying WANG ; Yanlong LI ; Xiangjun QI ; Lizhu LIN
Journal of Traditional Chinese Medicine 2024;65(23):2487-2491
Based on the discussions in the The Inner Canon of Yellow Emperor (《黄帝内经》), it is proposed that in the course of the disease, "bind" represents the initial stage of pulmonary nodules, while "accumulation" represents the final form. In terms of the pathogenesis, "two colds interacting" represented by "body cold" and "cold fluid retention" are the prerequisites for the formation of pulmonary nodules, while "disorder of qi" represented by "fainting" is the core of the formation. The specific manifestation is the disturbance of pivot of shaoyang (少阳) or shaoyin (少阴), resulting in a complex of cold and heat, and then phlegm and stasis are suddenly generated and further formed into nodules. Therefore, the treatment principle should be to regulate the cardinal mechanism, dissolve phlegm and blood stasis. Depending on the complex degree of cold and heat, it is suggested to use Chaihu Guizhi Decoction (柴胡桂枝汤), Chaihu Guizhi Ganjiang Decoction (柴胡桂枝干姜汤), or Chaihu Xianxiong Decoction (柴胡陷胸汤) for disturbance of shaoyang pivot, while for shaoyin pivot dysfunction, modified Mahuang Fuzi Xixin Decoction (麻黄附子细辛汤) or Shengjiang Powder (升降散) can be used.
5.Classification research of TCM pulse conditions based on multi-label voice analysis
Haoran Shen ; Junjie Cao ; Lin Zhang ; Jing Li ; Jianghong Liu ; Zhiyuan Chu ; Shifeng Wang ; Yanjiang Qiao
Journal of Traditional Chinese Medical Sciences 2024;11(2):172-179
Objective:
To explore the feasibility of remotely obtaining complex information on traditional Chinese medicine (TCM) pulse conditions through voice signals.
Methods:
We used multi-label pulse conditions as the entry point and modeled and analyzed TCM pulse diagnosis by combining voice analysis and machine learning. Audio features were extracted from voice recordings in the TCM pulse condition dataset. The obtained features were combined with information from tongue and facial diagnoses. A multi-label pulse condition voice classification DNN model was built using 10-fold cross-validation, and the modeling methods were validated using publicly available datasets.
Results:
The analysis showed that the proposed method achieved an accuracy of 92.59% on the public dataset. The accuracies of the three single-label pulse manifestation models in the test set were 94.27%, 96.35%, and 95.39%. The absolute accuracy of the multi-label model was 92.74%.
Conclusion
Voice data analysis may serve as a remote adjunct to the TCM diagnostic method for pulse condition assessment.
6.Investigating Mechanism of Fritillariae Cirrhosae Bulbus Against Pulmonary Fibrosis Based on Spatial Metabolomics
Shanbo QIN ; Peng TAN ; Lu HAO ; Junjie XIE ; Junzhi LIN ; Lei ZHANG ; Junning ZHAO
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(13):150-159
ObjectiveBased on spatial metabolomics technology combined with pharmacological indexes, to analyze the mechanism of Fritillariae Cirrhosae Bulbus(FCB) powder in improving bleomycin-induced pulmonary fibrosis in rats. MethodSixty SD rats were randomly divided into five groups, including the blank group, the model group, and high, medium, low dosage groups of FCB. Except for the blank group, rats in all other groups were injected with bleomycin by tracheal injection to establish a pulmonary fibrosis model. Postoperatively, the high, medium and low dosage groups of FCB were administered aqueous solutions of FCB powder at doses of 0.36, 0.18, 0.09 g·kg-1, respectively, continuously for 28 d. The blank and model groups were given an equal volume of distilled water by gavage. After the last administration, lung tissues and blood samples were collected, the pathological conditions of rat lung tissues were comprehensively evaluated by hematoxylin-eosin(HE) and Masson staining, and aerodynamic assisted desorption electrospray ionization mass spectrometry imaging(AFADESI-MSI) was used for MSI of rat lung tissues from different experimental groups. Spatial metabolomics analysis was conducted on the fibrotic areas of lung tissues in the model group and the high dosage group of FCB based on HE staining images. Differential metabolites between groups were screened by orthogonal partial least squares-discriminant analysis(OPLS-DA), with variable importance in the projection(VIP) values>1, t-test P<0.05, and fold change analysis. Metabolic pathway analysis of the identified differential metabolites was performed using Kyoto Encyclopedia of Genes and Genomes(KEGG). Protein expression levels of nuclear transcription factor-κB p65(NF-κB p65) and heme oxygenase-1(HO-1) in rat lung tissues were detected by Western blot. Biochemical assessments of superoxide dismutase(SOD), malondialdehyde(MDA) and glutathione(GSH) levels in rat lung tissues were conducted. Serum levels of interleukin(IL)-1β, IL-6, nuclear factor erythroid 2 related factor 2(Nrf2), and tumor necrosis factor-α(TNF-α) were measured by enzyme linked immunosorbent assay(ELISA), and some of the screened signaling pathways with strong correlation were verified. ResultThe results of MSI experiment showed that after 28 d of the administration of FCB powder to rats with pulmonary fibrosis, the content of L-arginine in the fibrotic regions of lung tissues was significantly different from that of rats in the model group, and the content of phosphatidylcholine was lower than that in the fibrotic region of lung tissues of rats in the model group. Western blot results confirmed that, in comparison to the model group, oral administration of FCB powder for 28 d could inhibit the elevated expression of NF-κB p65 protein in the lung tissues of rats with pulmonary fibrosis. Furthermore, high dose of FCB powder was able to significantly inhibit the expression of HO-1 after oral administration (P<0.05). The cytokine detection results indicated that the concentrations of IL-1β, IL-6 and TNF-α in the serum of rats from the high, medium, low dosage groups of FCB were reduced by comparing with the model group, and the high dose of Chuanbeimu powder administered by gavage could significantly inhibit the trend of decreased SOD, GSH, Nrf2 contents and increased MDA content induced by bleomycin. ConclusionOral administration of FCB powder has the potential to partially ameliorate bleomycin-induced pulmonary fibrosis in rats, and its mechanism may be related to the regulation of pathways associated with inflammation(NF-κB p65) and oxidative stress(Nrf2/HO-1).
7.Relationship between plasma fibrinogen/serum albumin ratio and the degree of cerebral artery stenosis in patients with acute cerebral infarction
Ruijie YANG ; Yang HE ; Lijuan LI ; Junjie WANG ; Ying GUI ; Lin MA
Clinical Medicine of China 2024;40(1):60-65
Objective:To investigate the correlation between plasma fibrinogen/serum albumin ratio (FAR) and the degree of cerebral artery stenosis in patients with acute cerebral infarction (ACI).Methods:Clinical data of 189 patients with acute cerebral infarction diagnosed and treated in the Department of Neurology of the First Affiliated Hospital of Hainan Medical College from January 2021 to March 2023 were selected for retrospective analysis. Digital subtraction angiography (DSA) was improved, and they were divided into four groups according to the degree of intracranial vascular stenosis according to NASCET grading method: no stenosis group (47 cases), mild stenosis group (45 cases), moderate stenosis group (39 cases) and severe stenosis and occlusion group (58 cases). The differences of basic data, plasma fibrinogen/serum albumin ratio (FAR) and other inflammatory indicators among all groups were compared, and the correlation between FAR level and the severity of cerebral artery stenosis was analyzed. Multivariate Logistic regression was used to explore the factors influencing to cerebral artery stenosis and ROC curve was used to evaluate the diagnostic value of FAR in the degree of cerebral artery stenosis in cerebral infarction patients.Results:There were significant differences in blood neutrophil (NEU), mean platelet volume (MPV), fibrinogen (FIB), fibrinogen (FIB), albumin (ALB) and FAR among the 4 groups (statistical values were H=11.50, H=8.44, F=5.16, H=30.93, H=40.38; all P<0.05). Correlation analysis showed a positive correlation between FAR and the degree of cerebral artery stenosis ( r=0.455, P<0.05). Multivariate Logistic regression showed that FAR was an independent risk factor for the degree of cerebral artery stenosis ( OR=1.445, 95% CI=1.261-1.655, P<0.001). Conclusion:FAR is an independent risk factor for cerebral artery stenosis in patients with acute cerebral infarction (ACI), and may be a new biomarker for predicting cerebral artery stenosis.
8.Synthesis of 177Lu-labeled liquid metal-based ROS radiosensitizer and preliminary study of its therapeutic efficacy on breast cancer in mice
Junjie YAN ; Chen SU ; Jianhan LIN ; Xinyu WANG ; Donghui PAN ; Yuping XU ; Lizhen WANG ; Chongyang CHEN ; Min YANG
Chinese Journal of Nuclear Medicine and Molecular Imaging 2024;44(6):343-348
Objective:To radiolabel hyperbranched polymer (HG)-modified liquid metal nanodroplet (LMND)@HG with 177Lu, and explore the radiotherapy sensitization effect on anti-breast cancer therapy. Methods:The ultrasonication method was used to prepare LMND@HG, and then 177LuCl 3 was mixed with LMND@HG to label 177Lu by alloying reactions. The labeling rate, plasma stability and cytotoxicity of 177Lu-LMND@HG were detected. Xenograft mouse model of breast cancer was constructed, and the tumor inhibition test was performed by an intratumoral injection. The tumor progression was monitored by in vivo imaging system. The mechanism of tumor inhibition was verified by immunohistochemistry and immunofluorescence assays. One-way analysis of variance, repeated measures analysis of variance, and the least significant difference t test were used to analyze the data. Results:177Lu was successfully labeled to LMND@HG with a high labeling efficiency >95%. The product did not require further purification and the plasma radiochemical purity was still higher than 95% after 5 d. The cytotoxicity test showed that a dose of 888 kBq (40 mg/L) 177Lu-LMND@HG had obvious toxicity to 4T1 cells, which was significantly lower than 177LuCl 3 (cell viabilities: (16.48±7.81)% vs (85.77±8.87)%; F=77.81, t=11.73, P<0.001) and LMND@HG ((46.53±5.75)%; t=6.20, P<0.001). The biological distribution results showed that 177Lu-LMND@HG was mainly distributed in tumor tissue 5 d after intratumoral injection. The results of the tumor inhibition experiment showed that 1.48 MBq 177Lu-LMND@HG could significantly inhibit the tumor growth compared with the 177LuCl 3 (tumor volume: (222.66±97.70) vs (789.13±245.04) mm 3;F=18.55, t=4.29, P=0.005). In vivo optical imaging of small animals showed that 1.48 MBq and 3.70 MBq 177Lu-LMND@HG both significantly inhibited the tumor growth. Immunofluorescence and immunohistochemical results showed that 177Lu-LMND@HG caused double-stranded DNA break, and suppressed the tumor growth by inhibiting cell proliferation and angiogenesis. Conclusions:A novel 177Lu-liquid metal-based reactive oxygen species (ROS) radiation sensitizer is successfully prepared in this study. The preparation method is efficient and convenient, and the product has high stability. 177Lu-LMND@HG shows an obvious radiotherapy sensitization effect on breast tumor-bearing mice.
9.Research progress of long non-coding RNA in venous malformations
Haoran ZHANG ; Junjie LIN ; Junbo QIAO
Chinese Journal of Plastic Surgery 2024;40(2):240-242
Long non-coding RNA(lncRNA) is a kind of non-coding RNA with a length of more than 200 nucleotides mainly distributed in a variety of eukaryotic cells. It cannot encode proteins itself. With the development of gene sequencing technology, the molecular pathogenesis of venous malformation is getting deeper and deeper. Abnormal expression of lncRNA may be closely related to the occurrence and development of venous malformations. LncRNA can selectively regulate the proliferation, apoptosis and migration of endothelial cells and vascular smooth muscle cells, thus the occurrence and development of venous malformations is affected. Therefore, lncRNA is expected to be a novel diagnostic marker or a new therapeutic target for venous malformations.
10.Research progress of long non-coding RNA in venous malformations
Haoran ZHANG ; Junjie LIN ; Junbo QIAO
Chinese Journal of Plastic Surgery 2024;40(2):240-242
Long non-coding RNA(lncRNA) is a kind of non-coding RNA with a length of more than 200 nucleotides mainly distributed in a variety of eukaryotic cells. It cannot encode proteins itself. With the development of gene sequencing technology, the molecular pathogenesis of venous malformation is getting deeper and deeper. Abnormal expression of lncRNA may be closely related to the occurrence and development of venous malformations. LncRNA can selectively regulate the proliferation, apoptosis and migration of endothelial cells and vascular smooth muscle cells, thus the occurrence and development of venous malformations is affected. Therefore, lncRNA is expected to be a novel diagnostic marker or a new therapeutic target for venous malformations.


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