1.Comparison of predictive performance of three machine learning algorithms for frailty risk in elderly heart failure patients
Xin ZHANG ; Xuemei ZHOU ; Meng LI ; Jiamin TANG ; Danni MA ; Hong HE
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2025;27(10):1330-1334
Objectives To construct frailty risk prediction models based on logistic regression anal-ysis,decision tree and random forest algorithm in elderly patients with heart failure(HF),and to compare the predictive performance of three models.Methods A total of 426 elderly HF patients hospitalized in the Affiliated Hospital of Nantong University from September 2022 to October 2023 were selected using convenience sampling.Based on the results of frailty assessment,194 of them were classified into the frail group and the other 232 into the non-frail group.The 426 patients were divided into training(299 casses)and testing sets(127 cases)in a 7∶3 ratio.Three prediction models were then constructed in the training set,while the test set was used to validate the results.Area under curve and confusion matrix were used to measure performance of the mod-els.The optimal model was then selected by evaluating the performance on the testing set.Results The area under curve value of the logistic regression model,decision tree model and random forest model in the testing set was 0.898,0.825 and 0.903,with a classification accuracy of 84.25%,77.95%and 83.46%,a sensitivity of 82.76%,68.97%and 82.76%,a specificity of 85.51%,85.51%and 84.06%,a positive predictive value of 82.76%,80.00%and 81.36%,and a negative predictive value of 85.51%,76.62%and 85.29%,respectively.The factors that ultimately affecting frailty in elderly HF patients were age,left atrial diameter,depression,albumin,physical activity level and social support.Conclusion Among the three prediction models,the logistic regression model demonstrates best predictive performance for frailty risk in elderly HF patients than the decision tree and random forest models.
2.Anti-Skin Photoaging Activity and Mechanism Analysis of Total Flavonoids from the Chinese Herb Tulip
Jiafeng YE ; Jiamin CAO ; Wei LI ; Yuewen MA ; Chunli WANG
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(7):2000-2012
Objective To assess the anti-skin photoaging properties of total flavonoids(TFT)extracted from the Chinese herb tulip,a preliminary analysis of its mechanism in combating skin photoaging were conducted.Methods UVB-induced photoaging mouse model was used to assess the anti-skin photoaging effects of TFT.A network pharmacology approach was used to conduct a preliminary analysis of TFT's mechanism of action against skin photoaging.Furthermore,molecular simulation was employed to predict the interactions between the active ingredients and target proteins.Results Treatment with TFT effectively improved skin condition in UVB-induced photoaging mice.The mechanism of action of TFT against skin photoaging likely involved the regulation of transcription factors such as NF-κB and AP-1,modulation of SASPs transcription,and inhibition of MMPs activity.Conclusion TFT is an effective anti-skin photoaging ingredient that deserves further research and development.
3.Buqi-Tongluo Decoction inhibits osteoclastogenesis and alleviates bone loss in ovariectomized rats by attenuating NFATc1, MAPK, NF-κB signaling.
Yongxian LI ; Jinbo YUAN ; Wei DENG ; Haishan LI ; Yuewei LIN ; Jiamin YANG ; Kai CHEN ; Heng QIU ; Ziyi WANG ; Vincent KUEK ; Dongping WANG ; Zhen ZHANG ; Bin MAI ; Yang SHAO ; Pan KANG ; Qiuli QIN ; Jinglan LI ; Huizhi GUO ; Yanhuai MA ; Danqing GUO ; Guoye MO ; Yijing FANG ; Renxiang TAN ; Chenguang ZHAN ; Teng LIU ; Guoning GU ; Kai YUAN ; Yongchao TANG ; De LIANG ; Liangliang XU ; Jiake XU ; Shuncong ZHANG
Chinese Journal of Natural Medicines (English Ed.) 2025;23(1):90-101
Osteoporosis is a prevalent skeletal condition characterized by reduced bone mass and strength, leading to increased fragility. Buqi-Tongluo (BQTL) decoction, a traditional Chinese medicine (TCM) prescription, has yet to be fully evaluated for its potential in treating bone diseases such as osteoporosis. To investigate the mechanism by which BQTL decoction inhibits osteoclast differentiation in vitro and validate these findings through in vivo experiments. We employed MTS assays to assess the potential proliferative or toxic effects of BQTL on bone marrow macrophages (BMMs) at various concentrations. TRAcP experiments were conducted to examine BQTL's impact on osteoclast differentiation. RT-PCR and Western blot analyses were utilized to evaluate the relative expression levels of osteoclast-specific genes and proteins under BQTL stimulation. Finally, in vivo experiments were performed using an osteoporosis model to further validate the in vitro findings. This study revealed that BQTL suppressed receptor activator of NF-κB ligand (RANKL)-induced osteoclastogenesis and osteoclast resorption activity in vitro in a dose-dependent manner without observable cytotoxicity. The inhibitory effects of BQTL on osteoclast formation and function were attributed to the downregulation of NFATc1 and c-fos activity, primarily through attenuation of the MAPK, NF-κB, and Calcineurin signaling pathways. BQTL's inhibitory capacity was further examined in vivo using an ovariectomized (OVX) rat model, demonstrating a strong protective effect against bone loss. BQTL may serve as an effective therapeutic TCM for the treatment of postmenopausal osteoporosis and the alleviation of bone loss induced by estrogen deficiency and related conditions.
Animals
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NFATC Transcription Factors/genetics*
;
Drugs, Chinese Herbal/pharmacology*
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Ovariectomy
;
Osteoclasts/metabolism*
;
Female
;
Osteogenesis/drug effects*
;
Rats, Sprague-Dawley
;
Rats
;
NF-kappa B/genetics*
;
Osteoporosis/genetics*
;
Signal Transduction/drug effects*
;
Bone Resorption/genetics*
;
Cell Differentiation/drug effects*
;
Humans
;
RANK Ligand/metabolism*
;
Mitogen-Activated Protein Kinases/genetics*
;
Transcription Factors
4.Transcriptomic analysis of suspended Vero cells and reduction of cellular autophagy by epidermal growth factor.
Muzi LI ; Na SUN ; Runsheng PENG ; Fangfang MA ; Jiamin WANG ; Zilin QIAO ; Jianguo CHEN ; Abudureyimu AYIMUGL
Chinese Journal of Biotechnology 2025;41(4):1671-1689
The culture of suspended Vero cells is facing difficulties such as low cell viability and long doubling time. To investigate the main reasons for the slow growth and low viability of suspended Vero cells, this study conducted transcriptomic analysis of suspended Vero cells (Vero-XF) and adherent Vero cells (Vero-AD) to screen the differentially expressed genes (DEGs) affecting the growth of suspended cells. In addition, epidermal growth factor (EGF) was supplemented to the culture system to improve the growth of Vero-XF. The results showed that compared with the Vero-AD group, the Vero-XF group had 7 376 significant DEGs. Kyoto encyclopedia of genes and genomes enrichment analysis revealed that the DEGs were mainly enriched in the autophagy and mitophagy pathways. Eleven DEGs were selected and verified by quantitative real-time PCR, which showed up-regulated expression of ATG9B, WIPI2, LAMP2, OPTN, Rab7a, and DEPTOR and down-regulated expression of ATG4D, being consistent with the results of transcriptomic analysis. In addition, the Vero-XF group showed significantly up-regulated expression of ATG101, ATG2A, and STX17 and insignificant change in the expression of NBR1, compared with the Vero-AD group. The protein levels of LC3 and P62 in Vero-XF and Vero-AD were determined by Western blotting, which showed up-regulated expression of LC3Ⅱ/Ⅰ and down-regulated expression of P62 in Vero-XF, indicating a higher level of autophagy. Finally, the exogenous supplementation of EGF at 10, 20, and 30 μg/L in the culture system reduced the autophagy level of Vero-XF by 22.35%, 48.15%, and 71.29%, increased the specific growth rate by 15.48%, 33.33%, and 57.14%, and decreased the apoptosis rate by 2.84%, 15.46%, and 16.23%, respectively. The results of this study preliminarily reveal that the activation of autophagy is one of the reasons for the slow growth of Vero-XF, which provides reference for the subsequent culture of suspended Vero cells.
Animals
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Vero Cells
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Autophagy/genetics*
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Chlorocebus aethiops
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Epidermal Growth Factor/pharmacology*
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Gene Expression Profiling
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Transcriptome
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Cell Survival
5.Qualitative and quantitative analyses of Gentiana veitchiorum by LC-MSn and HPLC-UV
Shiyu LUO ; Yahui MI ; Jiamin CUI ; Liming MA ; Xiaowu YAO ; Hao WANG
Journal of China Pharmaceutical University 2025;56(6):710-718
A qualitative analysis by high-performance liquid chromatography coupled with time-of-flight mass spectrometry (HPLC-QTOF-MS/MS) was performed for the identification of main constituents in Gentiana veitchiorum. High-performance liquid chromatography (HPLC) was developed for the quantification of seven major components, including loganic acid (1), swertiamarin (2), gentiopicroside (3), sweroside (4), isoorientin (5), isoscoparin (6), and gentiournoside A (7). A total of 42 compounds, including 31 flavonoids, and 11 Iridoids, were identified based on their retention behaviors, and MS fragment information. Furthermore, regression equations for these seven chemical components were established, with good linear relationships (r2 > 0.9999), and the sample recovery rate was 97.02%-103.08%. This method was successfully applied for simultaneous determination of seven components in 7 batches of G. veitchiorum samples by HPLC-UV method. The method established in this study is simple and reliable, capable of qualitatively and quantitatively analyzing the main chemical components of G. veitchiorum, and is applicable to its quality evaluation.
6.Zhilianwan decoction attenuates intestinal injury in ulcerative colitis mice by modulating TLR4/MyD88/NF-κB signaling pathway
Yujie SUN ; Jiamin HU ; Min MA ; Huahua ZENG ; Debin HUANG
Chinese Journal of Pathophysiology 2025;41(2):331-337
AIM:This study aims to investigate the mechanism by which Zhilianwan(ZLW)decoction affects dextran sodium sulfate(DSS)-induced ulcerative colitis(UC)in mice,focusing on the Toll-like receptor 4(TLR4)/myeloid differentiation factor 88(MyD88)/nuclear factor-κB(NF-κB)signaling pathway.METHODS:Fifty male C57BL/6J mice were allowed ad libitum access to food for 1 week before the experiment.They were randomly divided into 5 groups:control group,model group,mesalazine(ME)group,high-dose ZLW(ZLW-H)group,and low-dose ZLW(ZLW-L)group,with ten mice in each group.All mice,except those in control group that received distilled water,were given a 3%DSS solution for seven consecutive days,starting the intervention on the first day of modeling.Each group re-ceived their respective treatments via gavage at volume of 20 μL/g for ten consecutive days.The mice in control and model groups received an equivalent volume of distilled water,while those in ME,ZLW-H,and ZLW-L groups were adminis-tered 0.2 g·kg-1·d-1 of ME,10.92 g·kg-1·d-1 of ZLW,and 2.73 g·kg-1·d-1 of ZLW,respectively.Body weight and dis-ease activity index(DAI)scores were recorded daily.At the end of the intervention,colon length was measured,and he-matoxylin-eosin staining was performed to assess pathological changes in colon tissues.ELISA and qPCR were employed to measure serum levels of interleukin-1β(IL-1β),IL-6,tumor necrosis factor-α(TNF-α)and IL-10,as well as the mRNA expression levels in colon tissues.Western blot analysis was conducted to evaluate the protein levels of TLR4,MyD88,cytosolic NF-κB and nuclear NF-κB in colon tissues.RESULTS:Compared with model group,the mice treated with ZLW exhibited an increase in body weight and colon length(P<0.05),along with a decrease in DAI and colon histo-pathological scores(P<0.05).Serum levels of IL-1β,IL-6,and TNF-α were significantly lower(P<0.05),while IL-10 levels increased(P<0.05).The mRNA expression levels of these inflammatory factors in colonic tissues reflected similar trends.Additionally,levels of TLR4,MyD88,and nuclear NF-κB proteins were reduced(P<0.05),whereas cytosolic NF-κB protein expression was elevated(P<0.05)in the colon tissues of treated mice.CONCLUSION:ZLW exerts at-tenuating effects on DSS-induced intestinal injury in UC mice,though modulation of the TLR4/MyD88/NF-κB signaling pathway.
7.Current situation and prospects of the cultivation of specialized TCM geriatric nursing talents under the background of integration of medical care and elderly care
Jiamin WANG ; Jing ZHAO ; Huangling JIANG ; Fuhui SUI ; Shuanghan LI ; Minghui MA
Chinese Journal of Modern Nursing 2025;31(12):1671-1676
This paper summarizes the current situation of the cultivation of specialized Traditional Chinese Medicine (TCM) geriatric nursing talents under the background of the integration of medical care and elderly care, including the cultivation status, necessity, feasibility, and existing problems. Based on this, reflections and prospects are put forward, aiming to further promote the cultivation of specialized TCM nursing talents, facilitate the in-depth integration of TCM nursing and geriatric nursing, and drive the high-quality development of nursing.
8.Anti-Skin Photoaging Activity and Mechanism Analysis of Total Flavonoids from the Chinese Herb Tulip
Jiafeng YE ; Jiamin CAO ; Wei LI ; Yuewen MA ; Chunli WANG
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(7):2000-2012
Objective To assess the anti-skin photoaging properties of total flavonoids(TFT)extracted from the Chinese herb tulip,a preliminary analysis of its mechanism in combating skin photoaging were conducted.Methods UVB-induced photoaging mouse model was used to assess the anti-skin photoaging effects of TFT.A network pharmacology approach was used to conduct a preliminary analysis of TFT's mechanism of action against skin photoaging.Furthermore,molecular simulation was employed to predict the interactions between the active ingredients and target proteins.Results Treatment with TFT effectively improved skin condition in UVB-induced photoaging mice.The mechanism of action of TFT against skin photoaging likely involved the regulation of transcription factors such as NF-κB and AP-1,modulation of SASPs transcription,and inhibition of MMPs activity.Conclusion TFT is an effective anti-skin photoaging ingredient that deserves further research and development.
9.Current situation and prospects of the cultivation of specialized TCM geriatric nursing talents under the background of integration of medical care and elderly care
Jiamin WANG ; Jing ZHAO ; Huangling JIANG ; Fuhui SUI ; Shuanghan LI ; Minghui MA
Chinese Journal of Modern Nursing 2025;31(12):1671-1676
This paper summarizes the current situation of the cultivation of specialized Traditional Chinese Medicine (TCM) geriatric nursing talents under the background of the integration of medical care and elderly care, including the cultivation status, necessity, feasibility, and existing problems. Based on this, reflections and prospects are put forward, aiming to further promote the cultivation of specialized TCM nursing talents, facilitate the in-depth integration of TCM nursing and geriatric nursing, and drive the high-quality development of nursing.
10.Zhilianwan decoction attenuates intestinal injury in ulcerative colitis mice by modulating TLR4/MyD88/NF-κB signaling pathway
Yujie SUN ; Jiamin HU ; Min MA ; Huahua ZENG ; Debin HUANG
Chinese Journal of Pathophysiology 2025;41(2):331-337
AIM:This study aims to investigate the mechanism by which Zhilianwan(ZLW)decoction affects dextran sodium sulfate(DSS)-induced ulcerative colitis(UC)in mice,focusing on the Toll-like receptor 4(TLR4)/myeloid differentiation factor 88(MyD88)/nuclear factor-κB(NF-κB)signaling pathway.METHODS:Fifty male C57BL/6J mice were allowed ad libitum access to food for 1 week before the experiment.They were randomly divided into 5 groups:control group,model group,mesalazine(ME)group,high-dose ZLW(ZLW-H)group,and low-dose ZLW(ZLW-L)group,with ten mice in each group.All mice,except those in control group that received distilled water,were given a 3%DSS solution for seven consecutive days,starting the intervention on the first day of modeling.Each group re-ceived their respective treatments via gavage at volume of 20 μL/g for ten consecutive days.The mice in control and model groups received an equivalent volume of distilled water,while those in ME,ZLW-H,and ZLW-L groups were adminis-tered 0.2 g·kg-1·d-1 of ME,10.92 g·kg-1·d-1 of ZLW,and 2.73 g·kg-1·d-1 of ZLW,respectively.Body weight and dis-ease activity index(DAI)scores were recorded daily.At the end of the intervention,colon length was measured,and he-matoxylin-eosin staining was performed to assess pathological changes in colon tissues.ELISA and qPCR were employed to measure serum levels of interleukin-1β(IL-1β),IL-6,tumor necrosis factor-α(TNF-α)and IL-10,as well as the mRNA expression levels in colon tissues.Western blot analysis was conducted to evaluate the protein levels of TLR4,MyD88,cytosolic NF-κB and nuclear NF-κB in colon tissues.RESULTS:Compared with model group,the mice treated with ZLW exhibited an increase in body weight and colon length(P<0.05),along with a decrease in DAI and colon histo-pathological scores(P<0.05).Serum levels of IL-1β,IL-6,and TNF-α were significantly lower(P<0.05),while IL-10 levels increased(P<0.05).The mRNA expression levels of these inflammatory factors in colonic tissues reflected similar trends.Additionally,levels of TLR4,MyD88,and nuclear NF-κB proteins were reduced(P<0.05),whereas cytosolic NF-κB protein expression was elevated(P<0.05)in the colon tissues of treated mice.CONCLUSION:ZLW exerts at-tenuating effects on DSS-induced intestinal injury in UC mice,though modulation of the TLR4/MyD88/NF-κB signaling pathway.

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