1.Value of an obstetric intelligent assistant in predicting postpartum hemorrhage after vaginal delivery
Lin YU ; Huilan WANG ; Yanmei ZHOU ; Lin LIN ; Yanhong CHEN ; Yong WANG ; Xianqin YIN ; Dunjin CHEN
Chinese Journal of Perinatal Medicine 2025;28(10):829-834
Objective:To evaluate the clinical value of an obstetric intelligent assistant in predicting postpartum hemorrhage (PPH) after vaginal delivery.Methods:This retrospective cohort study included 4 832 women who delivered vaginally at ≥26 weeks of gestation at the Third Affiliated Hospital, Guangzhou Medical University between May 2023 and April 2025. Participants were categorized into PPH (382 cases, blood loss ≥500 ml within 24 h after delivery) and non-PPH groups (4 450 cases). Using traditional statistical methods combined with machine learning approaches, including support vector machines and extreme gradient boosting, supplemented with deep learning techniques, we developed a novel artificial neural network model—the obstetric intelligent assistant. This model provides a refined classification of PPH occurrence and estimated blood loss volume. The obstetric intelligent assistant integrates 70 antenatal and intrapartum risk factors through hospital information system interfacing to generate visualized risk probability outputs. Predictive performance was compared between the obstetric intelligent assistant and four conventional prediction tools (Chinese Labor Room Traffic Light System; Association of Women's Health, Obstetric and Neonatal Nurses; American College of Obstetrics and Gynecology Safe Motherhood Initiative; and California Maternal Quality Care Collaborative prediction tools) using receiver operating characteristic curve.Results:(1) For antenatal prediction, the obstetric intelligent assistant achieved an area under the curve of 0.826 (95% CI: 0.774-0.838), with sensitivity of 0.794 and specificity of 0.712, while the four conventional prediction tools showed area under the curve ranging from 0.569 to 0.586. (2) For intrapartum prediction, the obstetric intelligent assistant achieved an area under the curve of 0.786 (95% CI: 0.751-0.820), with sensitivity of 0.837 and specificity of 0.762, whereas the conventional tools showed area under the curve between 0.600 and 0.613. Conclusion:The obstetric intelligent assistant demonstrates superior performance in predicting PPH compared to conventional prediction tools.
2.Study on the Mechanism of Malt Alcoholic Extract in the Treatment of Depression Induced by Chronic Unpredictable Mild Stress in Rats Based on Intestinal Flora
Yindan XIANG ; Ping NI ; Mengjuan TAO ; Tianhang LI ; Yujie ZHOU ; Huilan XU ; Bin WANG ; Qingyuan ZENG ; Yonggang CHEN
Herald of Medicine 2025;44(8):1199-1207
Objective To explore the mechanism of malt alcohol extract improving depression-like behavior induced by CUMS in rats by regulating gut microbiota.Methods The depression model of rats was established using an 8-weeks CUMS procedure,and the administration group was given low(59.6 mg·kg-1)and high(178.8 mg·kg-1)doses of malt alcohol extract,respectively.The depression-like behavior of rats was evaluated by classic behavioral test.The composition of intestinal microbiota of rats was analyzed by 16S rRNA sequencing.The morphological changes of colon were observed by hematoxylin and eosin(HE),the expression of ZO-1 and Occludin in colon was detected by immunofluorescence(IF),and the expression of IL-10,IL-1βand 5-HT were detected by ELISA.Results The low dose of malt alcohol extract attenuated the depressive behavior and restored the expression of 5-HT in the brain of CUMS rats.16S rRNA sequencing results showed that the diversity and relative abundance of gut microbiota changed after treatment with the low dose of malt alcohol extract.ELISA results showed that the low dose of malt alcohol extract significantly reversed the CUMS-induced reduction of IL-10 and elevation of IL-1 β.HE results showed that the low dose of malt alcohol extract significantly ameliorated CUMS-induced structural damage in colon.IF results showed increased protain expression of intestinal epithelial barrier tight junction proteins ZO-1 and Occludin by the low dose of malt alcohol extract.Conclusion The low dose of malt alcohol extract can ameliorate CUMS-induced depressive-like behavior in rats by modulating intestinal flora,restoring 5-HT expression in the brain,inhibiting inflammation,and repairing the intestinal barrier.
3.Study on the Mechanism of Malt Alcoholic Extract in the Treatment of Depression Induced by Chronic Unpredictable Mild Stress in Rats Based on Intestinal Flora
Yindan XIANG ; Ping NI ; Mengjuan TAO ; Tianhang LI ; Yujie ZHOU ; Huilan XU ; Bin WANG ; Qingyuan ZENG ; Yonggang CHEN
Herald of Medicine 2025;44(8):1199-1207
Objective To explore the mechanism of malt alcohol extract improving depression-like behavior induced by CUMS in rats by regulating gut microbiota.Methods The depression model of rats was established using an 8-weeks CUMS procedure,and the administration group was given low(59.6 mg·kg-1)and high(178.8 mg·kg-1)doses of malt alcohol extract,respectively.The depression-like behavior of rats was evaluated by classic behavioral test.The composition of intestinal microbiota of rats was analyzed by 16S rRNA sequencing.The morphological changes of colon were observed by hematoxylin and eosin(HE),the expression of ZO-1 and Occludin in colon was detected by immunofluorescence(IF),and the expression of IL-10,IL-1βand 5-HT were detected by ELISA.Results The low dose of malt alcohol extract attenuated the depressive behavior and restored the expression of 5-HT in the brain of CUMS rats.16S rRNA sequencing results showed that the diversity and relative abundance of gut microbiota changed after treatment with the low dose of malt alcohol extract.ELISA results showed that the low dose of malt alcohol extract significantly reversed the CUMS-induced reduction of IL-10 and elevation of IL-1 β.HE results showed that the low dose of malt alcohol extract significantly ameliorated CUMS-induced structural damage in colon.IF results showed increased protain expression of intestinal epithelial barrier tight junction proteins ZO-1 and Occludin by the low dose of malt alcohol extract.Conclusion The low dose of malt alcohol extract can ameliorate CUMS-induced depressive-like behavior in rats by modulating intestinal flora,restoring 5-HT expression in the brain,inhibiting inflammation,and repairing the intestinal barrier.
4.Value of an obstetric intelligent assistant in predicting postpartum hemorrhage after vaginal delivery
Lin YU ; Huilan WANG ; Yanmei ZHOU ; Lin LIN ; Yanhong CHEN ; Yong WANG ; Xianqin YIN ; Dunjin CHEN
Chinese Journal of Perinatal Medicine 2025;28(10):829-834
Objective:To evaluate the clinical value of an obstetric intelligent assistant in predicting postpartum hemorrhage (PPH) after vaginal delivery.Methods:This retrospective cohort study included 4 832 women who delivered vaginally at ≥26 weeks of gestation at the Third Affiliated Hospital, Guangzhou Medical University between May 2023 and April 2025. Participants were categorized into PPH (382 cases, blood loss ≥500 ml within 24 h after delivery) and non-PPH groups (4 450 cases). Using traditional statistical methods combined with machine learning approaches, including support vector machines and extreme gradient boosting, supplemented with deep learning techniques, we developed a novel artificial neural network model—the obstetric intelligent assistant. This model provides a refined classification of PPH occurrence and estimated blood loss volume. The obstetric intelligent assistant integrates 70 antenatal and intrapartum risk factors through hospital information system interfacing to generate visualized risk probability outputs. Predictive performance was compared between the obstetric intelligent assistant and four conventional prediction tools (Chinese Labor Room Traffic Light System; Association of Women's Health, Obstetric and Neonatal Nurses; American College of Obstetrics and Gynecology Safe Motherhood Initiative; and California Maternal Quality Care Collaborative prediction tools) using receiver operating characteristic curve.Results:(1) For antenatal prediction, the obstetric intelligent assistant achieved an area under the curve of 0.826 (95% CI: 0.774-0.838), with sensitivity of 0.794 and specificity of 0.712, while the four conventional prediction tools showed area under the curve ranging from 0.569 to 0.586. (2) For intrapartum prediction, the obstetric intelligent assistant achieved an area under the curve of 0.786 (95% CI: 0.751-0.820), with sensitivity of 0.837 and specificity of 0.762, whereas the conventional tools showed area under the curve between 0.600 and 0.613. Conclusion:The obstetric intelligent assistant demonstrates superior performance in predicting PPH compared to conventional prediction tools.
5.Construction of risk prediction model of venous thrombosis in patients with nephrotic syndrome
Nan JIANG ; Jia DIAO ; Huilan ZHOU ; Chunyan SU ; Yuejuan PAN
Chinese Journal of Practical Nursing 2024;40(24):1848-1854
Objective:To construct a risk prediction and column chart model for venous thromboembolism (VTE) in patients with nephrotic syndrome and provide reference for VTE prevention.Methods:To use the retrospective cohort study design, the nephrotic syndrome patients who were hospitalized in Peking University Third Hospital from January 2018 to December 2022 were selected as the study subjects by convenient sampling method. Using univariate and multivariate Logistic regression analysis to analyze the risk factors for VTE in patients with nephrotic syndrome, establish a risk prediction model, and draw a column chart. The receiver operating characteristic (ROC) working curve and Hosmer Lemeshow test were used to verify the predictive performance of the model.Results:Among the 279 collected patients,187 males and 92 females, aged (54.25 ± 16.29) years, 43 cases developed thrombosis, with an incidence rate of 15.4%. The results of univariate analysis showed that different genders, ages, activity ability, alcohol consumption history, use of diuretics, albumin, hematocrit, fibrinolytic products, activated partial thromboplastin, D-dimer quantification and glomerular filtration rate showed differences in the occurrence of VTE in patients with nephrotic syndrome ( χ2=4.22, 4.62, 12.30, Z values were -5.73 to 6.07, t=-2.07,all P<0.05). The results of multivariate Logistic regression analysis showed that age, whether diuretics were used, activated partial thromboplastin, D-dimer and glomerular filtration rate were independent influencing factors for VTE ( OR values were 0.913- 3.285, all P<0.05). The above factors were five independent variables to construct a column chart. The area under the ROC curve of the model was 0.810, and the maximum value of the Jordan index was 0.518, the sensitivity was 66.67% and the specificity was 85.15%. The Hosmer-Lemeshow goodness-of-fit test showed that the model fit well ( χ2=12.00, P=0.151). Conclusions:The constructed column chart can personalized predict the risk of thrombosis in patients with nephrotic syndrome and help nursing staff in quickly identifying high-risk patients for thrombosis and taking corresponding intervention measures in a timely manner.
6.The Influence of Shoutai Wan (寿胎丸) on Lactic Acid Content at the Maternal-Fetal Interface and Expression of Immune-Related Factors in Recurrent Miscarriage Model Mice
Jingfang LYU ; Min JIANG ; Zhenzhen ZHOU ; Li ZHANG ; Shuhui WANG ; Dandan LI ; Yajing SONG ; Huilan DU
Journal of Traditional Chinese Medicine 2024;65(9):934-942
ObjectiveTo explore the possible mechanisms of Shoutai Wan (寿胎丸) in treating recurrent miscarriage (RSA) from the perspective of immune tolerance under the acidic microenvironment at the maternal-fetal interface. MethodsFemale CBA/J mice were randomly divided into normal group, model group, progesterone group, and Shoutai Wan group, with 15 mice in each group. The mice in the normal group and model group were given 0.2 ml distilled water by gavage each day, the Shoutai Wan group given Shoutai Wan decoction 0.15 g/(10 g·d) by gavage, the progesterone group given progesterone tablets 0.44 mg/(10 g·d) by gavage. After gavage for 14 days, the mice were cohabited. Female CBA/J mice in the normal group were mated with male BALB/c mice at a ratio of 2∶1, and female CBA/J mice in the other groups were mated with male DBA/2 mice at a ratio of 2∶1 to establish the RSA mouse model. Vaginal smears were taken from the female mice the next morning, and the appearance of a large number of spermatozoa and the presence of a vaginal plug were considered as the first day of pregnancy. After the appearance of the plug, the mice were continued to be administered according to the previous method until the 10th day of pregnancy. On the 10th day of pregnancy, maternal-fetal interface tissues were collected from each group of mice, and lactate dehydrogenase colorimetric method was used to detect lactate (LA) content; qPCR method and Western blot method were used to detect the expression of immune-related factors interleukin-4 (IL-4), interferon-gamma (IFN-γ), transforming growth factor beta 1 (TGF-β1), and forkhead box protein 3 (Foxp3) mRNA and protein; flow cytometry was used to detect the numbers of helper T lymphocyte 1 (Th1), helper T lymphocyte 2 (Th2), regulatory T cell (Treg), classical macrophage (M1), and alternative macrophage (M2). The bivariate Pearson test was used to analyze the correlation between LA content and the numbers of Th1, Th2, Treg, M1, and M2 cells, as well as the correlation between LA content and the expression of IL-4, IFN-γ, TGF-β1, Foxp3 protein, and mRNA. ResultsOn the 10th day of pregnancy, compared with the normal group, the LA content decreased in the model group, and the expression of IL-4, TGF-β1, Foxp3 protein and mRNA in the maternal-fetal interface tissues decreased, while the expression of IFN-γ protein and mRNA increased. The numbers of Th1 and M1 cells increased, while the numbers of Th2, Treg, and M2 cells decreased (P<0.05 or P<0.01). Compared with the model group, the LA content increased in the Shoutai Wan group and progesterone group. The expression of IL-4, TGF-β1, Foxp3 protein and mRNA in the maternal-fetal interface tissues increased, while the expression of IFN-γ protein and mRNA decreased. The numbers of Th1 and M1 cells decreased, while the numbers of Th2, Treg, and M2 cells increased (P<0.05 or P<0.01). The LA content was positively correlated with the numbers of Th2, Treg, and M2 cells, and the expression of IL-4, TGF-β1, Foxp3 protein, and mRNA (P<0.05 or P<0.01); the LA content was negatively correlated with the numbers of Th1, M1 cells, and the expression of IFN-γ protein and mRNA (P<0.05 or P<0.01). ConclusionShoutai Wan may improve immune tolerance by regulating the expression of immune-related factors in the acidic microenvironment at the maternal-fetal interface of RSA model mice, thereby exerting its role in preventing miscarriage.
7.Research progress on health-related quality of life in sepsis patients after discharge
Siqi DAI ; Maofan YANG ; Keyu CHEN ; Jie GAO ; Xinli WU ; Huilan ZHOU
Chinese Journal of Modern Nursing 2024;30(32):4476-4480
This article summarizes the current research status of health-related quality of life (HRQOL) in sepsis patients after discharge, including the current states of short-term and long-term HRQOL, influencing factors, and interventions. Recent studies have shown that both short-term and long-term HRQOL of sepsis patients after discharge are suboptimal. Given the numerous and long-lasting factors that affect HRQOL, it is recommended that individualized nursing interventions targeting these factors be implemented in clinical practice. Further research should explore effective methods to improve the HRQOL of sepsis patients.
8.Efficacy of entecavir versus tenofovir disoproxil fumarate in treatment of chronic hepatitis B patients with high viral load
Huikun ZHOU ; Jianning JIANG ; Minghua SU ; Rongming WANG ; Bobin HU ; Deli DENG ; Huilan WEI ; Xianshuai LIANG ; Wenming HE ; Rongsheng GUO
Journal of Clinical Hepatology 2022;38(3):532-536
Objective To investigate the efficacy of entecavir (ETV) versus tenofovir disoproxil fumarate (TDF) and the treatment measures for poor response in previously untreated chronic hepatitis B (CHB) patients with high viral load. Methods A total of 165 CHB patients who received antiviral therapy and met the inclusion criteria in Department of Infectious Diseases, The First Affiliated Hospital of Guangxi Medical University, from June 2016 to July 2021 were enrolled. The patients enrolled had a baseline HBV DNA level of > 6lg copies/ml and were previously untreated CHB patients who had used ETV or TDF for 48 weeks, and quantitative real-time PCR was used to measure HBV DNA. Virologic response rate was calculated after 48 weeks of treatment; a logistic regression analysis was used to investigate the influencing factors for the response of HBV DNA < 500 copies/mL and HBV DNA < 100 copies /mL at 48 weeks; a stratified analysis was performed to compare the virologic response rate of HBV DNA < 500 copies /ml and HBV DNA < 100 copies/ml after 48 weeks between the patients with different ages, sexes, baseline HBV DNA levels, baseline alanine aminotransferase (ALT) levels, types of first-line medication, and HBeAg statuses. The Mann-Whitney U test was used for comparison of non-normally distributed continuous data between two groups, the chi-square test or the Fisher's exact test was used for comparison of categorical data between two groups, and the binary logistic regression model was used for multivariate analysis. Results After 48 weeks of treatment, 85.5% (141/165) of the patients achieved an HBV DNA load of < 500 copies/mL, and 66.1% (109/165) of the patients achieved an HBV DNA load of < 100 copies /mL, with no significant difference in treatment outcome between the ETV group and the TDF group. The multivariate logistic regression analysis showed that sex( OR =2.793, 95% CI : 1.197-6.517), baseline HBV DNA( OR =0.369, 95% CI : 0.142-0.959), baseline ALT( OR =4.556, 95% CI : 1.770-11.732), and baseline HBeAg( OR =0.120, 95% CI : 0.033-0.429) were influencing factors for complete virologic response(all P < 0.05). For the patients with normal ALT (≤40 U/L) at baseline, 75.6% (34/45) achieved an HBV DNA load of < 500 copies/mL after 48 weeks of treatment, and 53.3% (24/45) achieved an HBV DNA load of < 100 copies/mL, with no significant difference in treatment outcome between the ETV group and the TDF group. For the patients with abnormal ALT (> 40 U/L) at baseline, 89.2% (107/120) achieved an HBV DNA load of < 500 copies/mL after 48 weeks of treatment, and the proportion of such patients in the TDF group was significantly higher than that in the ETV group (96.1% vs 84.1%, χ 2 =4.386, P =0.036); 70.8% (85/120) achieved an HBV DNA load of < 100 copies/mL, the proportion of such patients was no significant difference between the TDF group and the ETV group (78.4% vs 65.2%). The response of HBV DNA < 100 copies/ml of the normal baseline ALT group and the abnormal baseline ALT group, there were no significant differences between the patients aged≤30 years and aged > 30 years (77.8% vs 47.2%, 85.2% vs 66.7%). For the patients who did not achieve complete virologic response (HBV DNA ≥100 copies/mL) after 48 weeks of treatment, 87.9% (29/33) achieved complete virologic response after the original treatment regimen was prolonged for 48 weeks, and 100% (9/9) of the patients achieved complete virologic response after switching to or adding the first-line nucleos(t)ide analogues (NUCs) without cross-resistance sites with the original regimen for another 48 weeks. Conclusion The patients aged > 30 years should receive antiviral therapy as early as possible, regardless of viral load and ALT level, especially those with a family history of liver cirrhosis or hepatocellular carcinoma; the patients aged ≤30 years who have a normal ALT level and a high viral load should consider initiating antiviral therapy after providing informed consent. For the patients with poor response after 48 weeks of treatment, first-line NUCs without cross-resistance sites with the original regimen should be switched to or added in time.
9.Establishment of a method for the determination of four volatile components in Compound shexiang xuelian liuzhi plaster by GC
Gang ZHOU ; Lianlian SHAN ; Fangyuan MA ; Bingyang CHAI ; Huilan LEI ; Hong TAO ; Hua YAN
China Pharmacy 2022;33(20):2498-2502
OBJECTIVE To establish a method for simultaneously determining the contents of camphor ,menthol,borneol and methyl salicylate in Compound shexiang xuelian liuzhi plaster . METHODS The test solution was prepared by reflux extraction with ethyl acetate ,and was determined by gas chromatography (GC). A Shimadzu SH -Rtx-Wax capillary column was used as the chromatographic column ,and a flame ionization detector was used as the detector . The detector temperature and the injector temperature were both set at 200 ℃. The flow rate of carrier gas (nitrogen)was 2.0 mL/min,the separation ratio was 20∶1,and the sample size was 1.0 μL. RESULTS The linear ranges of camphor ,menthol,borneol(calculated by the sum of isoborneol and borneol)and methyl salicylate were 11.5-230.4,10.6-211.6,11.3-225.5,11.0-219.1 μg/mL(r>0.999). RSDs of the precision , repeatability and stability (48 h)tests were all less than 4%. The average recoveries of the four components were 100.7%,99.7%, 98.9% and 100.7%(RSDs were 4.3%,2.9%,2.2%,3.7%,n=9). The contents of camphor ,menthol,borneol and methyl salicylate in two specifications of Compound shexiang xuelian liuzhi plaster were 16.8-19.5,4.6-6.0,9.8-11.9,6.9-8.2 mg/piece(7 cm×10 cm/piece),and 8.3-8.6,2.2-2.4,4.7-4.8,3.2-3.6 mg/piece (5 cm×7 cm/piece). CONCLUSIONS The method is successfully established for simultaneous determination of four volatile components in Compound shexiang xuelian liuzhi plaster .
10.Unrelated cord blood stem cell transplantation for high-risk/refractory childhood acute myeloid leukemia: a clinical analysis of 160 cases
Erling CHEN ; Huilan LIU ; Liangquan GENG ; Baolin TANG ; Xiaoyu ZHU ; Wen YAO ; Kaidi SONG ; Xiang WAN ; Guangyu SUN ; Ping QIANG ; Qian FAN ; Ziwei ZHOU ; Changcheng ZHENG ; Lei ZHANG ; Xuhan ZHANG ; Juan TONG ; Zimin SUN
Chinese Journal of Hematology 2021;42(7):549-554
Objective:To retrospectively analyze the clinical outcomes of single unrelated cord blood transplantation (UCBT) in children with high risk and refractory acute myeloid leukemia (AML) .Methods:Between June 2008 and December 2018, a total of 160 consecutive pediatric patients with AML received single UCBT (excluding acute promyelocytic leukemia) . Myeloablative conditioning (MAC) regimen were applied. All patients received a combination of cyclosporine A (CsA) and mycophenolate mofetil (MMF) for the prophylaxis of graft -versus- host disease (GVHD) .Results:The cumulative incidence of neutrophil cells engraftment at day +42 and platelet recovery at day +120 was 95.0% (95% CI 90.0%-97.5%) at a median of 16 days after transplantation (range, 11-38 days) and 85.5% (95% CI 83.3%-93.4%) with a median time to recovery of 35 days (range, 13-158) , respectively. Incidence of grades Ⅱ-Ⅳ and Ⅲ-Ⅳ acute GVHD and chronic GVHD were 37.3% (95%CI 29.3%-45.2%) , 27.3% (95% CI 20.0%-35.0%) and 22.4% (95% CI 15.5%-28.7%) , respectively. The transplant-related mortality (TRM) at 360 day was 13.1% (95% CI 8.4%-18.9%) . The 5-year cumulative incidence of relapse was 13.8% (95% CI 8.5%-20.3%) . The 5-year disease-free survival (DFS) and overall survival (OS) were 71.7% (95% CI 62.7%-77.8%) and 72.2% (95% CI 64.1%-78.7%) , respectively. The 5-year GVHD and relapse free survival (GRFS) was 56.1% (95% CI 46.1%-64.9%) . The 5-year cumulative recurrence rates of CR1, CR2, and NR groups were 5.3%, 19.9%, and 30.9% ( P=0.001) , and the 5-year OS rates were 79.9% (95% CI 70.3%-86.7%) , 71.1% (95% CI 50.4%-84.4%) and 52.9% (95% CI 33.0%-69.3%) ( χ2=7.552, P=0.020) , respectively. Conclusions:For pediatric patients with high risk and refractory AML, UCBT is a safe and effective treatment option, and it is favorable to improve the survival rate in CR1 stage.

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