1.An interpretable machine learning modeling method for the effect of manual acupuncture manipulations on subcutaneous muscle tissue.
Wenqi ZHANG ; Yanan ZHANG ; Yan SHEN ; Chun SUN ; Jie CHEN ; Yuhe WEI ; Jian KANG ; Ziyi CHEN ; Jingqi YANG ; Jingwen YANG ; Chong SU
Chinese Acupuncture & Moxibustion 2025;45(10):1371-1382
OBJECTIVE:
To investigate the effect of manual acupuncture manipulations (MAMs) on subcutaneous muscle tissue, by developing quantitative models of "lifting and thrusting" and "twisting and rotating", based on machine learning techniques.
METHODS:
A depth camera was used to capture the acupuncture operator's hand movements during "lifting and thrusting" and "twisting and rotating" of needle. Simultaneously, the ultrasound imaging was employed to record the muscle tissue responses of the participants. Amplitude and angular features were extracted from the movement data of operators, and muscle fascicle slope features were derived from the data of ultrasound images. The dynamic time warping barycenter averaging algorithm was adopted to align the dual-source data. Various machine learning techniques were applied to build quantitative models, and the performance of each model was compared. The most optimal model was further analyzed for its interpretability.
RESULTS:
Among the quantitative models built for the two types of MAMs, the random forest model demonstrated the best performance. For the quantitative model of the "lifting and thrusting" technique, the coefficient of determination (R2) was 0.825. For the "twisting and rotating" technique, R2 reached 0.872.
CONCLUSION
Machine learning can be used to effectively develop the models and quantify the effects of MAMs on subcutaneous muscle tissue. It provides a new perspective to understand the mechanism of acupuncture therapy and lays a foundation for optimizing acupuncture technology and designing personalized treatment regimen in the future.
Humans
;
Acupuncture Therapy/methods*
;
Machine Learning
;
Male
;
Adult
;
Female
;
Subcutaneous Tissue/diagnostic imaging*
;
Young Adult
2.Natural products for the treatment of age-related macular degeneration: New insights focusing on mitochondrial quality control and cGAS/STING pathway.
Xuelu XIE ; Shan LIAN ; Wenyong YANG ; Sheng HE ; Jingqiu HE ; Yuke WANG ; Yan ZENG ; Fang LU ; Jingwen JIANG
Journal of Pharmaceutical Analysis 2025;15(5):101145-101145
Age-related macular degeneration (AMD) is a disease that affects the vision of elderly individuals worldwide. Although current therapeutics have shown effectiveness against AMD, some patients may remain unresponsive and continue to experience disease progression. Therefore, in-depth knowledge of the mechanism underlying AMD pathogenesis is urgently required to identify potential drug targets for AMD treatment. Recently, studies have suggested that dysfunction of mitochondria can lead to the aggregation of reactive oxygen species (ROS) and activation of the cyclic GMP-AMP synthase (cGAS)/stimulator of interferon genes (STING) innate immunity pathways, ultimately resulting in sterile inflammation and cell death in various cells, such as cardiomyocytes and macrophages. Therefore, combining strategies targeting mitochondrial dysfunction and inflammatory mediators may hold great potential in facilitating AMD management. Notably, emerging evidence indicates that natural products targeting mitochondrial quality control (MQC) and the cGAS/STING innate immunity pathways exhibit promise in treating AMD. Here, we summarize phytochemicals that could directly or indirectly influence the MQC and the cGAS/STING innate immunity pathways, as well as their interconnected mediators, which have the potential to mitigate oxidative stress and suppress excessive inflammatory responses, thereby hoping to offer new insights into therapeutic interventions for AMD treatment.
3.Amyloid deposition in skeletal muscle and amyloid myopathy in systemic amyloidosis
Chinese Journal of Neurology 2025;58(2):119-122
Systemic amyloidosis is a disease caused by the deposition of misfolded proteins that often affects multiple organs, including the heart and kidneys, etc . Amyloid myopathy is one of the manifestations, but it has been considered rare. However, recent studies have found amyloid deposition in skeletal muscle even in patients with neither muscle weakness nor creatine kinase elevation, suggesting that skeletal muscle involvement may be underestimated. At present,"amyloid myopathy" lacks clear diagnostic criteria, and amyloid deposition in skeletal muscle does not always accompany myopathy symptoms, so "skeletal muscle amyloidosis" may be a more appropriate diagnosis. The exact mechanism of muscle injury caused by amyloid deposition in skeletal muscle is not clear, and may be involved in the scope of amyloid involvement, amyloidosis peripheral neuropathy, and immune activation.
4.Influence and mechanism of extracellular vesicles derived from human adipose-derived mesenchymal stem cells on pyroptosis of human umbilical vein endothelial cells induced by high glucose
Junyun FENG ; Xiao FEI ; Shaoyihan FANG ; Jingwen AN ; Yan SHI ; Dewu LIU
Chinese Journal of Burns 2025;41(3):258-267
Objective:To investigate the influence and mechanism of extracellular vesicles (EVs) derived from human adipose-derived mesenchymal stem cells (hADMSCs), i.e. hADMSC-EVs on pyroptosis of human umbilical vein endothelial cells (HUVECs) induced by high glucose, with the aim of providing evidence for improving vascular function in diabetic wounds.Methods:This study was an experimental research. The umbilical cords from 5 women aged 25 to 40 years were collected who had normal vaginal delivery at the Department of Obstetrics and Gynecology of the First Affiliated Hospital of Nanchang University from June to September in 2023, and HUVECs were isolated and successfully identified. Adipose tissue was obtained from 6 healthy women aged 25 to 35 years who underwent abdomen liposuction at the Department of Plastic Surgery of the above-mentioned hospital in the same period. After hADMSCs were isolated, hADMSC-EVs were extracted and successfully identified. The fourth passage of HUVECs were cultured in endothelial cell medium containing glucose in a molarity of 33 mmol/L and divided into phosphate buffered solution (PBS) group cultured with PBS, EV group cultured with hADMSC-EVs, and EV+LY294002 group cultured with hADMSC-EVs and the phosphatidylinositol 3-kinase/protein kinase B (PI3K/Akt) signaling pathway inhibitor LY294002. Western blotting was used to detect the expressions of PI3K/Akt signaling pathway-related proteins PI3K and Akt, and pyroptosis-related proteins nucleotide-binding oligomerization domain-like receptor protein 3 (NLRP3), cysteinyl aspartate specific protease-1 (caspase-1), gasdermin D, interleukin-1β (IL-1β), and IL-18 of cells after 48 hours of culture. A cell counting kit-8 was used to test the proliferation levels of cells at 0 (immediately), 12, 24, 36, 48, 60, and 72 hours of culture. After 48 hours of culture, the cell scratch test was performed and the cell migration rates at 12 and 24 hours after scratching were calculated; the cell Transwell assay was conducted and the number of cells migrating in 24 hours was calculated; the cell tube formation experiment was performed, and the total length of tube formation and the number of branch nodes were measured and counted. The sample size was 3.Results:After 48 hours of culture, the protein expressions of PI3K and Akt of cells in EV group were significantly higher than those in PBS group ( P<0.05), and the protein expressions of PI3K and Akt of cells in EV+LY294002 group were significantly lower than those in EV group ( P<0.05). After 48 hours of culture, the protein expressions of NLRP3, caspase-1, gasdermin D, IL-1β, and IL-18 of cells in EV group were 0.54±0.08, 0.96±0.11, 0.525±0.061, 1.216±0.039, and 1.317±0.023, respectively, which were significantly lower than 2.32±0.11, 1.86±0.07, 1.256±0.113, 2.589±0.084, and 2.042±0.132 in PBS group ( P<0.05); the protein expressions of NLRP3, caspase-1, gasdermin D, IL-1β, and IL-18 of cells in EV+LY294002 group were 1.16±0.05, 1.37±0.06, 0.962±0.028, 1.834±0.017, and 1.803±0.065, respectively, which were significantly higher than those in EV group ( P<0.05). At 12, 24, 36, 48, 60, and 72 hours of culture, the proliferation levels of cells in EV group were significantly higher than those in PBS group ( P<0.05), and the proliferation levels of cells in EV+LY294002 group were significantly lower than those in EV group ( P<0.05). After 48 hours of culture, the cell migration rates at 12 and 24 hours after scratching in EV group were significantly higher than those in PBS group ( P<0.05), and the cell migration rates at 12 and 24 hours after scratching in EV+LY294002 group were significantly lower than those in EV group ( P<0.05); the number of cells migrating in 24 hours in EV group was significantly greater than that in PBS group ( P<0.05), and the number of cells migrating in 24 hours in EV+LY294002 group was significantly less than that in EV group ( P<0.05). After 48 hours of culture, compared with those in PBS group, the total length of tube formation of cells in EV group was significantly prolonged ( P<0.05), and the number of branch nodes was significantly increased ( P<0.05); compared with those in EV group, the total length of tube formation in EV+LY294002 group was significantly shortened ( P<0.05), and the number of branch nodes was significantly decreased ( P<0.05). Conclusions:hADMSC-EVs can inhibit the expression of pyroptosis-related proteins in HUVECs induced by high glucose through the PI3K/Akt signaling pathway and improve the proliferation, migration, and angiogenesis capabilities of HUVECs.
5.Ozone pollution and cardiovascular mortality in the elderly: A time-series analysis in Jinan, China (2015–2023)
Yan ZHANG ; Yunjing LI ; Weimei GONG ; Ying WANG ; Xiumiao PENG ; Jingwen ZHOU ; Yingjian ZHANG
Journal of Environmental and Occupational Medicine 2025;42(11):1289-1298
Background Ozone (O3), a key air pollutant, significantly contributes to cardiovascular disease (CVD)-related mortality, with particularly pronounced effects in the elderly. Objective To explore the association between acute O3 exposure and mortality from CVD and its subtypes in the elderly population in Jinan, and to investigate the modifying effects of gender,age, and seasonal factors on O3-related effects, as well as to clarify the interaction with other air pollutants. Methods Daily mortality data for CVD, air pollutants, and meteorological parameters were collected in Jinan from 2015 to 2023. Generalized additive models (GAM) combined with distributed lag nonlinear models (DLNM) were used to analyze the lag effects of acute O3 exposure on mortalities from CVD, ischemic heart disease (IHD), and stroke in elderly individuals aged ≥60 years. Subgroup analyses were conducted to explore effect differences by gender (male vs. female), age (non-high-aged elderly<80 years vs. high-aged elderly ≥80 years), and season (warm season: April–September vs. cold season: October–March of the following year). Relative excess risk due to interaction (RERI), attributable proportion of interaction (API), and Synergy index (SI) were used to assess the interactions of O3 with PM2.5 and NO2. Results During the study period, the mean daily concentration of ozone reached (105.01 ± 54.18) μg·m−3, exceeding the Grade I limit value specified in Ambient Air Quality Standard (GB 3095–2012). Among the
6.Mechanisms of Neiyiting Decoction in Preventing Postoperative Recurrence of Endometriosis by Inhibiting Macrophage M1 Polarization Through the TREM1/TLR4/NF-κB Signaling Pathway
Lijuan LU ; Weiwei ZENG ; Jingwen WANG ; Lurong ZHANG ; Ying LIU ; Xueliang SUN ; Wen XU ; Xiaohui FANG ; Yichao YAN ; Qinhua XIA
Journal of Sichuan University (Medical Sciences) 2025;56(2):371-381
Objective The high post-surgery recurrence rate of endometriosis(EMs)has emerged as a challenge in the long-term manaagement of the condition.This study is aimed at investigating the mechanisms of Neiyiting(NYT)decoction in preventing postoperative recurrence of EMs.Methods An animal model of EMs postoperative recurrence and a model of endometrial stromal cells(hEM15A)cocultured with macrophages(RAW 264.7 cell line)were established for both in vivo and in vitro experiments.An autotransplantation method was used to establish a rat model of EMs.The rats were divided into 4 groups(6 rats per group)and received the corresponding treatments:a Model group receiving distilled water,a Gestrinone group receiving gestrinone at 0.325 mg/kg,a low-dose NYT(NYT-L)group receiving NYT decoction at 5.04 g/(kg-d),and a high-dose NYT(NYT-H)group receiving NYT decoction at 10.08 g/(kg-d).The treatment was administered for 3 weeks via intragastric gavage.In addition,6 SD rats were randomly selected for the control group(Control group),and were given distilled water for 3 weeks via intragastric gavage.The sizes and pathological changes of recurrent lesions in EMs rats were observed.Immunohistochemistry and qRT-PCR were performed to assess the expression of M1 macrophage marker CD86 protein and mRNA in vivo.Additionally,immunohistochemistry and qRT-PCR were used to assess the expression of indicator proteins related to the triggering receptor expressed on myeloid cells 1(TREM1)/Toll-like receptor 4(TLR4)/nuclear factor kappa B(NF-κB)signaling pathway and mRNA.The proliferation of hEM15A cells in the coculture experiment was observed.Flow cytometry was performed to determine the polarization of RAW264.7 macrophages,and qRT-PCR was used to determine the expression levels of inducible nitric oxide synthase(iNOS)and interleukin 1β(IL-1β)mRNA.Western blot was performed to determine the expression of signaling pathway-related indicator proteins in vitro.ELISA was performed to determine the levels of inflammatory factors in vitro.Results Compared with the Model group,the volume of recurrent lesions in the NYT-H group was reduced(P<0.01).Findings from the macrophage M1 polarization assessment showed that the expression levels of CD86 protein and mRNA in the recurrent lesions of the Model group were higher than those in the control group(P<0.01).The expression levels of CD86 protein and mRNA in the recurrent lesions of the NYT-H group were lower than those of the Model group(P<0.01).In addition,the RAW 264.7 cell experiment further verified that NYT decoction could reduce the number of CD86-positive macrophages induced by plasmids overexpressing TREM1 and reduce the expression of IL-1β and iNOS mRNA(P<0.01).The results of the hEM15A cell proliferation assay showed that NYT decoction down-regulated KI-67 protein expression in hEM15A cells induced by macrophage M1 polarization(P<0.01).The results of TREM1/TLR4/NF-κB signaling pathway showed that the protein and mRNA expression levels of TREM1,TLR4,and NF-κB in the recurrent lesions of the Model group were higher than those of the control group(P<0.01).Compared with those in the Model group,the protein and mRNA expression levels of TREM1,TLR4,and NF-κB in the recurrent lesions of the NYT-H group were lower(P<0.01).In addition,the coculture experiment of RAW264.7 and hEM15A cells further confirmed that NYT decoction reduced the expression of TREM1,TLR4,and P-P65 proteins(P<0.01).Conclusion NYT decoction can inhibit macrophage M1 polarization through the TREM1/TLR4/NF-κB signaling pathway,improve the inflammation level,and inhibit the formation of ectopic endometrial lesions,thereby preventing postoperative recurrence of EMs.
7.Natural products for the treatment of age-related macular degeneration:New insights focusing on mitochondrial quality control and cGAS/STING pathway
Xuelu XIE ; Shan LIAN ; Wenyong YANG ; Sheng HE ; Jingqiu HE ; Yuke WANG ; Yan ZENG ; Fang LU ; Jingwen JIANG
Journal of Pharmaceutical Analysis 2025;15(5):956-973
Age-related macular degeneration(AMD)is a disease that affects the vision of elderly individuals worldwide.Although current therapeutics have shown effectiveness against AMD,some patients may remain unresponsive and continue to experience disease progression.Therefore,in-depth knowledge of the mechanism underlying AMD pathogenesis is urgently required to identify potential drug targets for AMD treatment.Recently,studies have suggested that dysfunction of mitochondria can lead to the ag-gregation of reactive oxygen species(ROS)and activation of the cyclic GMP-AMP synthase(cGAS)/stimulator of interferon genes(STING)innate immunity pathways,ultimately resulting in sterile inflammation and cell death in various cells,such as cardiomyocytes and macrophages.Therefore,combining strategies targeting mitochondrial dysfunction and inflammatory mediators may hold great potential in facilitating AMD management.Notably,emerging evidence indicates that natural products targeting mitochondrial quality control(MQC)and the cGAS/STING innate immunity pathways exhibit promise in treating AMD.Here,we summarize phytochemicals that could directly or indirectly influence the MQC and the cGAS/STING innate immunity pathways,as well as their interconnected mediators,which have the potential to mitigate oxidative stress and suppress excessive inflammatory responses,thereby hoping to offer new insights into therapeutic interventions for AMD treatment.
8.A analysis of the impact of incorporating molecular subtyping into the FIGO(2023)staging of endometrial cancer on cancer staging
Wenqi LI ; Haixia WU ; Hanbo LI ; Jingwen SI ; Qing ZHANG ; Yan SHEN
Chinese Journal of Clinical and Experimental Pathology 2025;41(11):1454-1461
Purpose To analyze and compare the impact of incorporating molecular classification into the new FI-GO(2023)staging system for endometrial cancer(EC).Methods A retrospective analysis was conducted on 332 ca-ses of EC diagnosed and molecular subtyped by Department of Pathology Tianjin Central Hospital of Gynecology Obstet-rics in 2023.All cases were staged according to the FIGO(2023)staging criteria for EC.Results The median age of the 332 EC patients was 56 years(range:27-76 years).Molecular subtypes included 30 POLE mutation(POLE-mut),80 mismatch repair deficiency(MMRd),194 no specific molecular profile(NSMP),and 28 p53 abnormal(p53abn).Significant differences were observed among the four molecular subtypes regarding age,FIGO stage,patho-logical type,and lymph node metastasis rate(P<0.05).However,no significant differences were found in the depth of myometrial invasion or lymphovascular space invasion.In the POLEmut group,19 cases(63.33%)were of non-ag-gressive histological types and 11(36.67%)were aggressive.After incorporating molecular subtyping,all 11 stage Ⅱ patients were downgraded to stage Ⅰ AmPOLEmut,increasing the proportion of stage Ⅰ patients from 62.07%to 100%.In the p53abn group,9 cases(32.14%)were non-aggressive and 19(67.86%)were aggressive.Molecular integra-tion led to the upstaging of 4 stage Ⅰ patients with myometrial invasion to stage Ⅱ Cmp53abn,increasing the proportion of stage Ⅱ patients from 34.61%to 50%.Conclusion Molecular subtypes p53abn and POLEmut are associated with distinct alterations in EC staging,specifically leading to tumor upstaging or downstaging.Our findings underscore the critical importance of comprehensive molecular subtyping in EC staging,as it refines prognostic risk stratification and provides valuable guidance for adjuvant treatment decisions.
9.Investigation of the Mechanism of Atractylodes Ⅰ Inhibiting Colorectal Cancer via the AKT/S6K1 Signaling Pathway
Wei TIAN ; Qiuying YAN ; Jingwen LUO ; Qibiao WU ; Weixing SHEN ; Haibo CHENG ; Changliang XU ; Dongdong SUN
Journal of Nanjing University of Traditional Chinese Medicine 2025;41(8):1037-1046
OBJECTIVE To investigate the pharmacological efficacy and mechanism of action of Atractylenolide Ⅰ(Atr-Ⅰ)in inhibiting colorectal cancer.METHODS Among three active compounds of Atractylodes macrocephala,Atr-Ⅰ exhibited the highest anti-tumor potency by MTT assay.The optimal concentration of Atr-Ⅰ was determined.The effect of Atr-Ⅰ on LoVo cell prolifera-tion was assessed via a clonogenic assay,while its impact on apoptosis and cell cycle progression was evaluated using flow cytometry.The influence of Atr-Ⅰ on the migration and invasion of LoVo cell line was examined through wound healing and Transwell migration assays.Western blot analysis was performed to explore the effects and mechanisms of Atr-Ⅰ on proteins associated with mi-gration,proliferation,and epithelial-mesenchymal transition(EMT)in LoVo cells.The CT26 mouse subcutaneous tumor model was established,and histopathological analysis was conducted using hematoxylin-eosin(HE)staining.Western blot was also used to assess the effects of Atr-Ⅰ on EMT-related proteins in mouse tissues to elucidate underlying mechanisms.RESULTS Atr-Ⅰ significantly reduced colorectal cancer cell viability,with statistically significant differences between treatment and control groups(P<0.05,P<0.01).Atr-Ⅰ induced apoptosis in LoVo cells,with the treatment group showing significant differences compared to the control(P<0.05,P<0.01).Cell cycle analysis revealed that Atr-Ⅰ exerted anti-tumor effects by inducing G2/M phase arrest,with increased G2 phase cell numbers in the LoVo treatment group compared to the control(P<0.05).Wound healing and Transwell migration assays confirmed that Atr-Ⅰ significantly inhibited tumor cell migration and invasion(P<0.05,P<0.01).Western blot analysis demonstra-ted that Atr-Ⅰ specifically suppressed the expression of c-Myc and Bcl-2(P<0.05),as well as cell cycle-related proteins CDK1,Cyclin B1,and Cyclin D1(P<0.05),and angiogenesis-related proteins VEGF and MMP9(P<0.05).Additionally,Atr-Ⅰ down-regulated EMT-related protein N-cadherin and upregulated E-cadherin expression(P<0.05).It also reduced the expression of p-AKT and p-S6K1(P<0.05).CONCLUSION Atr-Ⅰ exhibits potent anti-tumor effects against colorectal cancer,potentially through modulation of the AKT/S6K1 signaling pathway.
10.Design and implementation of an outcome-based education-based online + offline course integrating medical specialty and humanistic spirit
Yan WANG ; Zhibiao WANG ; Faqi LI ; Yuan PENG ; Jie XU ; Jingwen YU ; Jinyun CHEN
Chinese Journal of Medical Education Research 2025;24(4):535-539
The "minimally-invasive and non-invasive diagnosis and treatment of the most important tumor in gynecology", which is an online + offline first-class undergraduate course in Chongqing, China, was used as an example to demonstrate how to explore the integration of medical specialty with humanistic spirit in the design and construction of courses for medical students, and to strengthen the early cultivation of medical humanistic spirit. Based on the concept of outcome-based education, innovative course content and teaching modes were designed to guide students to learn the history of focused ultrasound therapy technology, understand the concept of minimally-invasive and non-invasive medicine, and incorporate the literacy cultivation of "always having compassion". This study explored the importance of incorporating humanistic spirit into medical education and provides new ideas and concepts for the cultivation of physicians with humanity and compassion.

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