1.Establishment of a prediction model for 28-day mortality rate of sepsis patients based on MIMIC database and its validation
Wanting ZENG ; Jichuan CHEN ; Li DENG ; Junyu ZHU ; Huaping LIANG
Chinese Journal of Nosocomiology 2025;35(17):2624-2629
OBJECTIVE To explore the indexes affecting the prognosis of the ICU patients with sepsis,establish the nomogram model for prediction of 28-day mortality rate,and validate it.METHODS On the basis of criteria for diagnosis of sepsis(3.0 version),the related data of the sepsis patients were extracted from Medical Information Mart for Intensive Care-Ⅳ(MIMIC-Ⅳ)database for retrospective study and were randomly divided into the train-ing set and the validation set in a 7∶3 ratio.Univariate analysis and multivariate Cox proportional risk regression analysis were performed for the screening of influencing factors for prediction of 28-day mortality of the sepsis pa-tients.The nomogram prediction model was established based on the screened factors and was validated by the val-idation set,and the effect was evaluated.RESULTS A total of 7 955 sepsis patients were included.Seven variables were selected to establish the nomogram model for prediction of the 28-day mortality rate.The nomogram showed favorable performance in identification between the two cohorts,the area under receiver operating characteristic curves(AUROCs)were 0.748 and 0.721,respectively.Calibration curves and Hosmer-Lemeshow test(x2=8.689,10.614;P=0.369,0.225)indicated that the model had remarkable effect on correction.With the per-formance of decision curve analysis(DCA)and clinical impact curve(CIC),the model was considered to have high clinical application value.CONCLUSIONS The nomogram model shows favorable performance in prediction of the 28-day mortality rate and calibration capability.It is worthy to be further promoted and applied.
2.The effect of noninvasive matrix RF technology on pelvic floor function recovery in primiparous women undergoing spontaneous delivery
Huaping HAN ; Langtao WU ; Tian TIAN ; Zhongqin LI ; Yunyan DENG
The Journal of Practical Medicine 2025;41(4):607-614
Objective To investigate the efficacy of noninvasive matrix RF technology in promoting functional rehabilitation of the pelvic floor in postpartum women who have undergone natural delivery.Methods A prospective study was conducted on 80 nulliparous women who underwent spontaneous vaginal delivery at the hospital from January 2022 to April 2023.Participants were randomly allocated into a control group and an observation group,each comprising 40 individuals,using the random number table method.The control group received biofeedback electrical stimulation therapy,while the observation group was treated with non-invasive matrix radiofrequency(RF)technology.Both groups were assessed for pelvic floor muscle strength,pelvic floor structural parameters(levator hiatus area,levator muscle thickness),and levator ani muscle[measured by the maximum value of Young's modulus(Emax)in both resting and contracting states]before treatment,after one session,and at the end of the treatment period.At the conclusion of the treatment,vaginal lubrication and vaginal sensitivity were evaluated using the Female Sexual Function Index(FSFI).Additionally,the incidence of adverse events was compared between the two groups before and after the completion of treatment.Results After one treatment,there were no significant changes in pelvic floor muscle strength,levator ani muscle hiatus area,and levator ani muscle thickness in the control group compared to pre-treatment levels(P>0.05).In contrast,the observation group showed significant improvements in pelvic floor muscle strength and levator ani muscle thickness compared to pre-treatment levels,while the levator ani muscle hiatus area was significantly reduced(P<0.05).Additionally,at this point,the pelvic floor muscle strength and levator ani muscle thickness in the observation group were significantly higher than those in the control group,whereas the levator ani muscle hiatus area was significantly smaller(P<0.05).By the end of the treatment,both groups demonstrated further improvements in pelvic floor muscle strength and levator ani muscle thickness compared to pre-treatment and post-first-treatment levels,with a continued reduction in the levator ani muscle hiatus area.Notably,the observation group consistently exhibited superior outcomes in all three parameters compared to the control group(P<0.05).At the end of treatment,the Emax differences in the subpubic branch,abdominal muscles,and posterior hypothalamus were significantly greater than those before and after a single treatment session in both groups(P<0.05).Moreover,the Emax differences in these regions were significantly higher in the observation group compared to the control group(P<0.05).Post-treatment,both groups showed increased scores for vaginal lubrication,vaginal sensitivity,and FSFI,with more pronounced improvements observed in the observation group(P<0.05).Following treatment,no significant differences were noted between the two groups regarding the incidence of urinary incontinence,lumbosacral pain,uterine prolapse,and vaginal wall bulge(P>0.05).However,the observa-tion group exhibited a lower frequency of adverse events compared to the control group(P<0.05).Additionally,maternal rehabilitation satisfaction was 100%(40/40)in the observation group,which was significantly higher than 85.00%(34/40)in the control group(P<0.05).Conclusions The application of noninvasive matrix RF technology in the rehabilitation of pelvic floor muscle function in postpartum women who have undergone vaginal delivery demonstrates rapid efficacy.It can enhance pelvic floor muscle strength within a short period,restore pelvic floor structure,and significantly improve vaginal lubrication and sensitivity,thereby enhancing sexual well-being.
3.Establishment of a prediction model for 28-day mortality rate of sepsis patients based on MIMIC database and its validation
Wanting ZENG ; Jichuan CHEN ; Li DENG ; Junyu ZHU ; Huaping LIANG
Chinese Journal of Nosocomiology 2025;35(17):2624-2629
OBJECTIVE To explore the indexes affecting the prognosis of the ICU patients with sepsis,establish the nomogram model for prediction of 28-day mortality rate,and validate it.METHODS On the basis of criteria for diagnosis of sepsis(3.0 version),the related data of the sepsis patients were extracted from Medical Information Mart for Intensive Care-Ⅳ(MIMIC-Ⅳ)database for retrospective study and were randomly divided into the train-ing set and the validation set in a 7∶3 ratio.Univariate analysis and multivariate Cox proportional risk regression analysis were performed for the screening of influencing factors for prediction of 28-day mortality of the sepsis pa-tients.The nomogram prediction model was established based on the screened factors and was validated by the val-idation set,and the effect was evaluated.RESULTS A total of 7 955 sepsis patients were included.Seven variables were selected to establish the nomogram model for prediction of the 28-day mortality rate.The nomogram showed favorable performance in identification between the two cohorts,the area under receiver operating characteristic curves(AUROCs)were 0.748 and 0.721,respectively.Calibration curves and Hosmer-Lemeshow test(x2=8.689,10.614;P=0.369,0.225)indicated that the model had remarkable effect on correction.With the per-formance of decision curve analysis(DCA)and clinical impact curve(CIC),the model was considered to have high clinical application value.CONCLUSIONS The nomogram model shows favorable performance in prediction of the 28-day mortality rate and calibration capability.It is worthy to be further promoted and applied.
4.The effect of noninvasive matrix RF technology on pelvic floor function recovery in primiparous women undergoing spontaneous delivery
Huaping HAN ; Langtao WU ; Tian TIAN ; Zhongqin LI ; Yunyan DENG
The Journal of Practical Medicine 2025;41(4):607-614
Objective To investigate the efficacy of noninvasive matrix RF technology in promoting functional rehabilitation of the pelvic floor in postpartum women who have undergone natural delivery.Methods A prospective study was conducted on 80 nulliparous women who underwent spontaneous vaginal delivery at the hospital from January 2022 to April 2023.Participants were randomly allocated into a control group and an observation group,each comprising 40 individuals,using the random number table method.The control group received biofeedback electrical stimulation therapy,while the observation group was treated with non-invasive matrix radiofrequency(RF)technology.Both groups were assessed for pelvic floor muscle strength,pelvic floor structural parameters(levator hiatus area,levator muscle thickness),and levator ani muscle[measured by the maximum value of Young's modulus(Emax)in both resting and contracting states]before treatment,after one session,and at the end of the treatment period.At the conclusion of the treatment,vaginal lubrication and vaginal sensitivity were evaluated using the Female Sexual Function Index(FSFI).Additionally,the incidence of adverse events was compared between the two groups before and after the completion of treatment.Results After one treatment,there were no significant changes in pelvic floor muscle strength,levator ani muscle hiatus area,and levator ani muscle thickness in the control group compared to pre-treatment levels(P>0.05).In contrast,the observation group showed significant improvements in pelvic floor muscle strength and levator ani muscle thickness compared to pre-treatment levels,while the levator ani muscle hiatus area was significantly reduced(P<0.05).Additionally,at this point,the pelvic floor muscle strength and levator ani muscle thickness in the observation group were significantly higher than those in the control group,whereas the levator ani muscle hiatus area was significantly smaller(P<0.05).By the end of the treatment,both groups demonstrated further improvements in pelvic floor muscle strength and levator ani muscle thickness compared to pre-treatment and post-first-treatment levels,with a continued reduction in the levator ani muscle hiatus area.Notably,the observation group consistently exhibited superior outcomes in all three parameters compared to the control group(P<0.05).At the end of treatment,the Emax differences in the subpubic branch,abdominal muscles,and posterior hypothalamus were significantly greater than those before and after a single treatment session in both groups(P<0.05).Moreover,the Emax differences in these regions were significantly higher in the observation group compared to the control group(P<0.05).Post-treatment,both groups showed increased scores for vaginal lubrication,vaginal sensitivity,and FSFI,with more pronounced improvements observed in the observation group(P<0.05).Following treatment,no significant differences were noted between the two groups regarding the incidence of urinary incontinence,lumbosacral pain,uterine prolapse,and vaginal wall bulge(P>0.05).However,the observa-tion group exhibited a lower frequency of adverse events compared to the control group(P<0.05).Additionally,maternal rehabilitation satisfaction was 100%(40/40)in the observation group,which was significantly higher than 85.00%(34/40)in the control group(P<0.05).Conclusions The application of noninvasive matrix RF technology in the rehabilitation of pelvic floor muscle function in postpartum women who have undergone vaginal delivery demonstrates rapid efficacy.It can enhance pelvic floor muscle strength within a short period,restore pelvic floor structure,and significantly improve vaginal lubrication and sensitivity,thereby enhancing sexual well-being.
5.Antibacterial mechanism and clinical application of nano titanium dioxide
Yi DENG ; Tao CHEN ; Qian WANG ; Huaping LIANG
Chinese Journal of Integrated Traditional and Western Medicine in Intensive and Critical Care 2024;31(1):126-128
The risk of patient infection inevitably increases with the use of more invasive operations in the intensive care unit(ICU),including endotracheal tubes,indwelling catheter,central venous catheter,etc.The preparation of antibacterial coatings is an effective way to solve such infections.Antibacterial coatings,such as silver nanoparticles coating,zinc oxide coating,methyl blue coating,antimicrobial peptides coating,and nano titanium dioxide(TiO2)coating,can effectively prevent the formation of biofilms on the surface of implant materials.As a photocatalyst,TiO2 has excellent photocatalytic and antibacterial activity,non-toxic and biocompatible properties,strong physical and chemical stability,and long-lasting antibacterial properties,which makes it high value for research.This review summarizes the bactericidal mechanism and clinical application of TiO2,offering valuable reference for clinical practice.
6.Eligibility of C-BIOPRED severe asthma cohort for type-2 biologic therapies.
Zhenan DENG ; Meiling JIN ; Changxing OU ; Wei JIANG ; Jianping ZHAO ; Xiaoxia LIU ; Shenghua SUN ; Huaping TANG ; Bei HE ; Shaoxi CAI ; Ping CHEN ; Penghui WU ; Yujing LIU ; Jian KANG ; Yunhui ZHANG ; Mao HUANG ; Jinfu XU ; Kewu HUANG ; Qiang LI ; Xiangyan ZHANG ; Xiuhua FU ; Changzheng WANG ; Huahao SHEN ; Lei ZHU ; Guochao SHI ; Zhongmin QIU ; Zhongguang WEN ; Xiaoyang WEI ; Wei GU ; Chunhua WEI ; Guangfa WANG ; Ping CHEN ; Lixin XIE ; Jiangtao LIN ; Yuling TANG ; Zhihai HAN ; Kian Fan CHUNG ; Qingling ZHANG ; Nanshan ZHONG
Chinese Medical Journal 2023;136(2):230-232
7.Photohardening therapy for idiopathic actinic dermatoses
Huiyan DENG ; Jiaoquan CHEN ; Huaping LI ; Quan CHEN ; Sanquan ZHANG ; Huilan ZHU
Chinese Journal of Dermatology 2023;56(12):1091-1095
Photohardening therapy, also known as photodesensitization therapy, refers to the phototherapy and photochemotherapy of idiopathic actinic dermatoses, and its goal is to improve the patients′ tolerance to sunlight and prevent disease flares. Its mechanisms of action involve a variety of cellular and inflammatory factors. This therapy is suitable for all idiopathic actinic dermatoses, with definite efficacy and good safety. However, the treatment specificity usually leads to poor compliance. The development of UVA1 rush hardening and home phototherapy is expected to solve this problem.
8.Characterisation of serum lipidomic profiles in patients with chronic actinic dermatitis based on liquid chromatography-mass spectrometry
Quan CHEN ; Yi TANG ; Huaping LI ; Weihong WU ; Huiyan DENG ; Jiaoquan CHEN ; Lezi CHEN ; Zhenjie LI ; Huilan ZHU
Chinese Journal of Dermatology 2023;56(12):1107-1114
Objective:To investigate serum lipidomic profiles in patients with chronic actinic dermatitis (CAD), and to search for biomarkers of CAD.Methods:A retrospective analysis was conducted. Serum samples were collected from 46 patients with CAD and 16 age- and gender-matched healthy controls in the Guangzhou Institute of Dermatology from April 2011 to December 2021. Changes in serum lipid composition and expression were assessed by liquid chromatography-mass spectrometry. Principal component analysis, partial least squares discriminant analysis, and orthogonal partial least squares discriminant analysis were performed to screen differential biomarkers, and receiver operating characteristic (ROC) curve analysis was conducted to screen diagnostic markers. Comparisons of the age and gender distribution between groups were performed using t test and chi-square test, respectively. Results:The 46 CAD patients were aged from 30 to 84 (60.39 ± 10.52) years, including 41 males and 5 females; the 16 healthy controls were aged from 50 to 89 (59.81 ± 10.72) years, including 14 males and 2 females; there were no significant differences in the age or gender distribution between the two groups (age: t = 0.19, P = 0.853; gender: χ2 = 0.03, P = 0.859). Totally, 4 136 lipid molecules belonging to 40 subclasses were identified in the serum samples from CAD patients as well as healthy controls. Twenty-two differential lipid molecules were identified between the CAD patients and healthy controls, belonging to 9 subclasses (triglycerides, sphingomyelin, phosphatidylserine, phosphatidylethanolamine, monofatty acid glycerides, lysophosphatidylcholine, hexose ceramide, diglycerides, and cardiolipin). When the combinations of triglycerides (37.7e) and Na, those of monoglycerides (22.3) and NH 4, or those of phosphatidylserine (18.0_18.1) and H served as diagnostic markers separately, the areas under the ROC curve (AUCs) were all > 0.8, and the AUCs of 16 differential lipid molecules were all > 0.7. Conclusion:The serum lipid composition differed between healthy controls and CAD patients, and the combinations of triglycerides (37.7e) and Na, those of monoglycerides (22.3) and NH 4, and those of phosphatidylserine (18.0_18.1) and H may be promising biomarkers for the diagnosis of CAD.
9.Metformin inhibits ultraviolet A-induced photoaging of HaCaT cells by activating the adenosine monophosphate-activated protein kinase/nuclear factor-erythroid 2-related factor 2 signaling pathway
Huaping LI ; Aili GAO ; Bihua LIANG ; Huiyan DENG ; Jiaoquan CHEN ; Hui ZOU ; Tianyi LIN ; Sanquan ZHANG ; Huilan ZHU
Chinese Journal of Dermatology 2023;56(12):1123-1130
Objective:To evaluate the effect of metformin on ultraviolet A (UVA) -induced photoaging of an immortalized human keratinocytes cell line (HaCaT), and to explore its potential mechanisms.Methods:Cell counting kit 8 (CCK8) assay was performed to evaluate the effect of metformin at different concentrations (0 - 100 mmol/L) on the viability of HaCaT cells, and 10 mmol/L metformin was selected for subsequent experiments. Cultured HaCaT cells were divided into a blank control group (conventional culture), a metformin group (treated with culture medium containing 10 mmol/L metformin), a UVA irradiation group (conventional culture for 24 hours followed by 10 J/cm 2 UVA irradiation) and a metformin + UVA group (treated with culture medium containing 10 mmol/L metformin for 24 hours followed by 10 J/cm 2 UVA irradiation) ; UVA irradiation was performed at a dose of 10 J/cm 2 once a day for 3 consecutive days. After 4-day treatment, cells were collected, the β-galactosidase assay was performed to determine the proportion of senescent cells in each group, 2′, 7′-dichlorodihydrofluorescein diacetate assay to detect levels of intracellular reactive oxygen species (ROS), and the comet assay to detect DNA damage levels. Additionally, some HaCaT cells were divided into the blank control group, metformin group, 1.25 μmol/L dorsomorphin (an adenosine monophosphate-activated protein kinase [AMPK] inhibitor) + metformin group, and 2.5 μmol/L dorsomorphin + metformin group, and cells in the latter two groups were treated with 1.25 and 2.5 μmol/L dorsomorphin respectively for 2 hours, followed by the treatment with 10 mmol/L metformin for 24 hours. Western blot analysis was performed to determine the cellular localization and phosphorylation levels of nuclear factor-erythroid 2-related factor 2 (Nrf2). By using the small-interfering RNA (siRNA) -mediated silencing method, siRNA-Nrf2 was transfected into HaCaT cells to knock down Nrf2 expression (siRNA-Nrf2 group) ; 2.5 μmol/L dorsomorphin-treated HaCaT cells or Nrf2-knockdown HaCaT cells were treated with metformin and UVA irradiation (dorsomorphin + metformin + UVA group, siRNA-Nrf2 + metformin + UVA group, respectively), and the proportions of senescent cells were further calculated in each group. Statistical analysis was carried out by using one-way analysis of variance and two-way analysis of variance, and least significant difference (LSD) - t test was used for multiple comparisons. Results:Treatment with different concentrations of metformin for 24 hours could affect the viability of HaCaT cells to varying degrees ( F = 5 206.31, P < 0.001) ; there were no significant differences in the relative survival rates of HaCaT cells between the 10 - 20 mmol/L metformin groups and the control group (0 mmol/L metformin group, all P > 0.05), while the relative cell survival rates were significantly lower in the 25 - 100 mmol/L metformin groups than in the control group (all P < 0.05). After UVA irradiation, HaCaT cells shrank significantly and became narrow and elongated, and the intercellular spaces increased; the relative cell survival rate was significantly lower in the UVA irradiation group (76.13% ± 1.03%) than in the blank control group (100.00% ± 1.24%, LSD- t = 14.86, P < 0.001), but significantly higher in the metformin + UVA group (106.69% ± 2.45%) than in the UVA irradiation group (LSD- t = 11.55, P < 0.001). Moreover, the UVA irradiation group showed significantly increased proportions of senescent cells (45.14% ± 4.98%), intracellular ROS levels (144.61% ± 4.91%), and percentages of DNA in the tail (75.33% ± 1.77%) compared with the blank control group (23.84% ± 1.89%, 55.49% ± 1.57%, 1.88% ± 0.29%, respectively, all P < 0.001), while the metformin + UVA group showed significantly decreased proportions of senescent cells (24.26% ± 1.34%), intracellular ROS levels (58.62% ± 2.17%), percentages of DNA in the tail (15.83% ± 1.23%) compared with the UVA irradiation group (all P < 0.001). Western blot analysis showed that the Nrf2 expression in the cytoplasm was lower in the 10 mmol/L metformin group than in the blank control group, while the phosphorylated Nrf2 expression in the nuclei was higher in the 10 mmol/L metformin group than in the blank control group, suggesting that metformin could effectively induce the phosphorylation of Nrf2 and its nuclear translocation; both the pretreatment with 1.25 and 2.5 μmol/L dorsomorphin could significantly reduce the phosphorylation levels of AMPKα and Nrf2 induced by 10 mmol/L metformin. The proportions of senescent cells in the dorsomorphin + metformin + UVA group and the siRNA-Nrf2 + metformin + UVA group were 67.84% ± 2.74% and 65.94% ± 1.33%, respectively, which were significantly higher than those in the metformin + UVA group (37.76% ± 1.64%, t = 14.45, 13.34, respectively, both P < 0.001) . Conclusion:Metformin may inhibit UVA-induced photoaging of HaCaT cells by activating the AMPK/Nrf2 signaling pathway, scavenging ROS and reducing DNA damage.
10.Effect of pterostilbene on the growth, apoptosis and autophagy of a human papillomavirus type 16-immortalized cervical epithelial cell line H8
Quan CHEN ; Yi TANG ; Huaping LI ; Jiaoquan CHEN ; Liqian PENG ; Ridong YANG ; Huiyan DENG ; Zhenjie LI ; Huilan ZHU
Chinese Journal of Dermatology 2021;54(10):861-868
Objective:To investigate the effect of pterostilbene on the growth, apoptosis and autophagy of a human papillomavirus type 16 (HPV-16) -immortalized cervical epithelial cell line H8.Methods:H8 cells were treated with pterostilbene at different concentrations of 0 (control group) , 25, 50, 75, 100 μmol/L for 24 and 48 hours. Cell counting kit-8 (CCK8) assay was performed to evaluate the cellular proliferative activity, flow cytometry was conducted to detect apoptosis and cell cycle, monodansylcadaverine (MDC) staining and fluorescence microscopy were performed to detect autophagy, and Western blot analysis was conducted to determine the expression of the cell cycle-related protein cyclinD1, apoptosis-related proteins caspase-3 and caspase-9, autophagy-related proteins Beclin1, microtubule-associated protein 1 light chain 3 (LC3) -Ⅱ/Ⅰ, ATG5 and P62, as well as HPV oncoproteins E6 and E7. Statistical analysis was carried out by using one-way analysis of variance, repeated measures analysis of variance and least significant difference- t test. Results:After 48-hour treatment with pterostilbene at different concentrations of 0, 25, 50, 75, 100 μmol/L, the relative cellular proliferation rate significantly differed among the groups (100.00% ± 1.56%, 99.02% ± 4.97%, 93.59% ± 2.01%, 81.28% ± 4.90%, 69.17% ± 7.56%, respectively; F = 77.22, P < 0.05) , and gradually decreased along with the increase in the concentration of pterostilbene; compared with the control group, the pterostilbene groups all showed significantly decreased cellular proliferation rate (all P < 0.05) . After 24-hour treatment with pterostilbene, the proportions of H8 cells at G1, G2 and S phases significantly differed among the above groups ( F = 7 845.00, 51.14, 266.50, respectively, all P < 0.05) ; compared with the control group, the pterostilbene groups showed significantly increased proportions of H8 cells at G1 and G2 phases (all P < 0.05) , but significantly decreased proportions of H8 cells at S phase ( P < 0.05) . After 48-hour treatment with pterostilbene, the apoptosis rate was significantly higher in the 25-, 50-, 75- and 100-μmol/L pterostilbene groups (14.66% ± 0.22%, 13.50% ± 0.49%, 14.56% ± 0.19%, 15.30% ± 0.76%, respectively) than in the control group (11.58% ± 0.50%, all P < 0.05) . After 24-hour treatment with pterostilbene, MDC staining showed only a small number of H8 cells with bright dot-like fluorescence in the control group, but increased number of autophagosome-positive H8 cells with bright dot-like fluorescence in the pterostilbene groups. Western blot analysis revealed that there were significant differences in the protein expression of cyclin D1, caspase-3, caspase-9, Beclin1, LC3-Ⅱ/Ⅰ, ATG5, P62, E6 and E7 among the control and pterostilbene groups after 24- and 48-hour treatment with pterostilbene (all P < 0.05) . The treatment with pterostilbene could down-regulate the expression of cyclin D1, E6 and E7, and up-regulate the expression of caspase-3, caspase-9, Beclin1, LC3-Ⅱ/Ⅰ, ATG5 and P62, with significant differences between the control group and most pterostilbene groups in expression of the above proteins (all P < 0.05) . Conclusion:Pterostilbene can inhibit the proliferation of H8 cells, promote their apoptosis and autophagy, and down-regulate the expression of oncogenes E6 and E7.

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