1.Analysis of risk factors for allogeneic blood transfusion and construction of a prediction model in patients with ovarian cancer undergoing cytoreductive surgery
Jia CAO ; Wenyan CHEN ; Panpan MA ; Jin ZHAO ; Hongyue TANG ; Jianhui LIU ; Ruili GENG
Chinese Journal of Blood Transfusion 2026;39(8):1026-1032
Objective: To explore the independent risk factors of allogeneic blood transfusion during perioperative period of cytoreductive surgery in patients with ovarian cancer, and to construct a predictive model to facilitate clinical risk assessment and optimize perioperative blood management. Methods: Clinical data of 156 patients who underwent cytoreductive surgery for ovarian cancer in our hospital from January 2020 to December 2025 were retrospectively collected. The patients were divided into transfusion group (n=51) and non-transfusion group (n=105) according to whether they received allogeneic blood transfusion during perioperative period. The 1∶1 propensity score matching (PSM) was used to correct the confounding factors. Independent sample t test or Mann-Whitney U test was used for measurement data, and chisquare test was used for enumeration data. Variables with P<0.05 in univariate analysis were included in binary logistic regression for multivariate analysis to determine independent risk factors. A nomogram model for perioperative allogeneic blood transfusion risk prediction was constructed based on independent risk factors. Bootstrap method (100 samples) was used for internal calibration verification. ROC curve was used to evaluate the discrimination efficiency, and decision curve analysis (DCA) was used to evaluate the clinical net benefit of the model. Results: After propensity matching, the baseline data of the two groups were balanced and comparable. Multivariate logistic regression analysis showed that preoperative prothrombin time (PT) (OR=2.666, 95%CI 1.249~5.693, P=0.011), preoperative hemoglobin (Hb) (OR=0.953, 95%CI 0.923~0.984, P=0.003), intraoperative blood loss (OR=1.004, 95%CI 1.001-1.006, P=0.004), preoperative anemia grade (OR=3.052, 95%CI 1.007-9.252, P=0.049) were independent influencing factors of perioperative allogeneic blood transfusion. The nomogram model based on the above four factors was significant (LR χ
=58.617, P<0.001), and the internal calibration curve showed that the predicted probability of the model was in good agreement with the actual probability (mean absolute error=0.042). The area under the ROC curve (AUC) was 0.890, indicating good discrimination efficiency. DCA showed that the clinical net benefit of the model was better than that of the unified transfusion/non-transfusion strategy in the 0-0.45 risk threshold range. Conclusion: Intraoperative blood loss, preoperative PT, preoperative Hb and preoperative anemia grade are independent risk factors for perioperative allogeneic blood transfusion in patients undergoing cytoreductive surgery for ovarian cancer. The nomogram model based on the above factors has good predictive efficacy and clinical hierarchical decision-making value, which can provide reference for clinical implementation of individualized blood management for high-risk patients and reduction of unnecessary blood transfusion rate.
2.Network structure analysis of the association between physical fitness indicators and anxiety and depressive symptoms among college students
BAI Jianfei, CHEN Wenjia, CAO Chunxia, LI Jianhui, CUI Shuang, ZHAI Feng
Chinese Journal of School Health 2026;47(7):966-970
Objective:
To explore the micro associations and key bridge nodes between physical fitness indicators and anxiety/depressive symptoms among college students using network analysis, so as to provide a theoretical foundation for promoting physical and mental health of college students.
Methods:
From September to October 2025, a combination of purposive sampling and cluster sampling was employed to select 2 158 college students from three universities in Xuzhou City. Seven physical fitness indicators were measured and standardized according to the National Student Physical Health Standard. The Generalized Anxiety Disorder Scale-7 (GAD-7) and the Patient Health Questionnaire-9 (PHQ-9) were used to assess anxiety and depressive symptoms. Independent samples t-test was used for intergroup comparisons of physical fitness indicators and psychological symptom scores. A gaussian graphical model (GGM) was constructed to calculate node and bridge strength, followed by stability analyses.
Results:
The detection rates of anxiety and depressive symptoms among college students were 21.3% and 24.5%, respectively. Male participants demonstrated superior performance in physical fitness indicators such as vital capacity, 50 meter sprint, and standing long jump compared to female participants, whereas females exhibited better results in the sit and reach test ( t =48.35, -44.82 , 70.21, -16.51, all P <0.01). Regarding psychological indicators, female participants showed higher scores of anxiety and depressive symptoms than males ( t =-4.15, -4.46, both P <0.01). Physical fitness and psychological symptoms were predominantly negatively correlated. "feeling tired" and "not being able to stop or control worrying" were the symptoms with the highest centrality in the network of physical fitness and phychological symptoms among college students (standardized strengths were 2.15 and 1.98, respectively). Among the bridge indicators, the "1 000 m (male)/800 m (female) run" exhibited the highest strength (0.85), outperforming "vital capacity" (0.35); it was linked to the symptom cluster primarily by negatively predicting "feeling tired" (edge weight=-0.38). The network stability was excellent of physical fitness and phychological symptoms among college students (correlation stability coefficient= 0.60 ).
Conclusions
Endurance capacity serves as the most critical bridge connecting physical and mental health, and its decline is closely related to intensified feelings of fatigue. Colleges should prioritize endurance training as a core target for promoting college students mental health.
3.Changes in hemoglobin and related influencing factors in patients with liver failure undergoing artificial liver support therapy
Ying LIN ; Li CHEN ; Fei PENG ; Jianhui LIN ; Chuanshang ZHUO
Journal of Clinical Hepatology 2025;41(1):104-109
ObjectiveTo investigate the changing trend of hemoglobin (Hb) and related influencing factors in patients with liver failure after artificial liver support system (ALSS) therapy. MethodsA total of 106 patients with liver failure who were hospitalized and received ALSS therapy in our hospital from January to December 2018 were enrolled and analyzed in terms of clinical data and red blood cell parameters such as Hb, mean corpuscular volume (MCV), mean corpuscular hemoglobin (MCH), mean corpuscular hemoglobin concentration (MCHC), and red blood cell distribution width-coefficient of variation (RDW-CV). A one-way repeated-measures analysis of variance was used for comparison of continuous data with repeated measurement between groups, and the paired t-test was used for comparison between two groups. The Kruskal-Wallis H test was used for comparison of continuous data with skewed distribution between multiple groups, the Mann-Whitney U test was used for further comparison between two groups. Univariate and multivariate linear regression analyses were used to identify the influencing factors for the reduction in Hb after ALSS therapy. ResultsThe 106 patients with liver failure received 606 sessions of ALSS therapy, and Hb was measured for 402 sessions before and after treatment. There was a significant reduction in Hb after ALSS therapy in the patients with liver failure (97.49±20.51 g/L vs 109.38±20.22 g/L, t=32.764, P<0.001). Longitudinal observation was further performed for 14 patients with liver failure, and the results showed that the level of Hb was 108.50±21.61 g/L before the last session of ALSS therapy, with certain recovery compared with the level of Hb (103.14±19.15 g/L) on the second day after ALSS, and there was an increase in Hb on day 3 (102.57±21.73 g/L) and day 7 (105.57±22.04 g/L) after surgery. The level of Hb in patients with liver failure on the second day after ALSS decreased with the increase in the number of ALSS sessions (F=8.996, P<0.001), while MCV and MCH gradually increased with the increase in the number of ALSS sessions (F=9.154 and 13.460, P=0.004 and P<0.001), and RDW-CV first gradually increased and then gradually decreased (F=4.520, P=0.032); MCHC showed fluctuations with no clear trend (F=0.811, P=0.494). The multivariate linear regression analysis showed that the duration of ALSS therapy, the mode of ALSS therapy, and initial treatment were independent risk factors for the reduction in Hb after ALSS therapy. ConclusionALSS therapy can influence the level of peripheral blood Hb in patients with liver failure, and patient blood management should be strengthened for patients with liver failure who are receiving ALSS therapy.
5.Modified Maimendong Decoction Inhibits Lung Cancer Metastasis by Up-Regulating Levels of NK and CD8+ T Cells in Peripheral Blood and Tumor Microenvironment
Zhipeng ZHANG ; Jianhui TIAN ; Zujun QUE ; Ziqi CHEN ; Bin LUO ; Shihui LIU
Cancer Research on Prevention and Treatment 2025;52(6):466-473
Objective To explore the mechanism of modified maimendong decoction (MMD) in inhibiting lung cancer metastasis from the perspective of immune regulation. Methods CTC-TJH-01 and LLC cells were intervened with different concentrations of modified maimendong decoction. The cell proliferation was detected with a CCK-8 kit, apoptosis was detected with an Annexin V-FITC/PI kit, and cell migration was detected through Transwell assays. A lung metastasis model was established through the tail vein injection of LLC cells into C57BL/6 mice, and body weight change and lung tumor metastasis in the mice were evaluated after continuous gavage intervention with MMD. HE staining, immunohistochemistry, and immunofluorescence were employed to observe the histomorphology, Ki-67 protein level, and NK and T cell levels of metastatic lesions. The levels of NK and T cells in the peripheral blood of mice were detected throughflow cytometry. Results MMD had no significant inhibitory effect on the proliferation, apoptosis, and migration of CTC-TJH-01 and LLC cells in vitro. In mice, MMD could significantly inhibit the lung metastasis of LLC cells, increase the proportion of NK and CD8+ T cells in peripheral blood and tumor microenvironment (P<0.05), and reduce the expression of Ki-67 protein in metastatic tumor tissues (P<0.05). Conclusion MMD may inhibit the growth of metastatic tumors by upregulating the expression levels of NK and CD8+ T cells in peripheral blood to promote the elimination of circulating tumor cells, and regulating the infiltration of NK and CD8+ T cells in the immune microenvironment of metastatic tumors, then play an antimetastatic role in lung cancer.
6.A Survey on the Perceived Experience and Acceptance of Intrapartum Ultrasound as a Novel Method for Labor Progress Assessment
Xinjuan CHEN ; Jinhui CUI ; Liping OUYANG ; Ling LI ; Jianhui FAN ; Ping LI
Journal of Sun Yat-sen University(Medical Sciences) 2025;46(3):535-540
ObjectiveTo investigate the perceived experience and acceptance of intrapartum ultrasound (IPUS) as a novel method for labor progress assessment among pregnant women. MethodsFrom February 2023 to December 2024, a total of 180 pregnant women admitted to the Labor Ward of Lingnan Hospital, the Third Affiliated Hospital of Sun Yat-sen University, who were planned for vaginal trial of labor , were accessed for labor progress using IPUS and vaginal examination (VE) after the onset of labor and prior to the initiation n of labor analgesia. A self-designed questionnaire was used to investigate the women's perceived experiences with both examination methods and their acceptance of IPUS. The pain intensity associated with the examinations was evaluated using the visual analogue pain scale (VAS). Differences in the women's experiences and pain intensity between the two labor progress assessment methods were compared. ResultsThe acceptance rate of IPUS was 96.67% (174/180), with the remaining 6 cases undecided. Over 60% of the pregnant women reported IPUS assessment as comfortable and none of them felt discomfort, whereas 32.8% felt uncomfortable with VE (χ2=196.02, P<0.001). Nearly two-thirds of the pregnant women believed that VE would cause psychological distress, while none reported such effect with IPUS (χ2=261.52, P<0.001). Approximately 77.78% (140/180) of the pregnant women believed that IPUS could reduce their fear of vaginal delivery and enhance their confidence if it replaced VE. The VAS score for IPUS [0 (0, 2)] was significantly lower than that for VE [4 (4, 6)] (Z=-14.62, P<0.001). Further stratified analysis showed that over 90% (164/180) of the pregnant women found IPUS painless, with no moderate or severe pain reported, compared to 43.33% (78/180) experienced moderate or severe pain with VE (P<0.001). ConclusionAs a novel approach for labor progress assessment, IPUS not only alleviates the pain and discomfort associated with traditional VE and reduces the fear of childbirth but also enhances women's confidence in delivery, thereby achieving a high level of acceptance among parturient women in China.
7.Rapid Video Analysis for Contraction Synchrony of Human Induced Pluripotent Stem Cells-Derived Cardiac Tissues
Yuqing JIANG ; Mingcheng XUE ; Lu OU ; Huiquan WU ; Jianhui YANG ; Wangzihan ZHANG ; Zhuomin ZHOU ; Qiang GAO ; Bin LIN ; Weiwei KONG ; Songyue CHEN ; Daoheng SUN
Tissue Engineering and Regenerative Medicine 2025;22(2):211-224
BACKGROUND:
The contraction behaviors of cardiomyocytes (CMs), especially contraction synchrony, are crucial factors reflecting their maturity and response to drugs. A wider field of view helps to observe more pronounced synchrony differences, but the accompanied greater computational load, requiring more computing power or longer computational time.
METHODS:
We proposed a method that directly correlates variations in optical field brightness with cardiac tissue contraction status (CVB method), based on principles from physics and photometry, for rapid video analysis in wide field of view to obtain contraction parameters, such as period and contraction propagation direction and speed.
RESULTS:
Through video analysis of human induced pluripotent stem cell (hiPSC)-derived CMs labeled with green fluorescent protein (GFP) cultured on aligned and random nanofiber scaffolds, the CVB method was demonstrated to obtain contraction parameters and quantify the direction and speed of contraction within regions of interest (ROIs) in wide field of view. The CVB method required less computation time compared to one of the contour tracking methods, the LucasKanade (LK) optical flow method, and provided better stability and accuracy in the results.
CONCLUSION
This method has a smaller computational load, is less affected by motion blur and out-of-focus conditions, and provides a potential tool for accurate and rapid analysis of cardiac tissue contraction synchrony in wide field of view without the need for more powerful hardware.
8.Rapid Video Analysis for Contraction Synchrony of Human Induced Pluripotent Stem Cells-Derived Cardiac Tissues
Yuqing JIANG ; Mingcheng XUE ; Lu OU ; Huiquan WU ; Jianhui YANG ; Wangzihan ZHANG ; Zhuomin ZHOU ; Qiang GAO ; Bin LIN ; Weiwei KONG ; Songyue CHEN ; Daoheng SUN
Tissue Engineering and Regenerative Medicine 2025;22(2):211-224
BACKGROUND:
The contraction behaviors of cardiomyocytes (CMs), especially contraction synchrony, are crucial factors reflecting their maturity and response to drugs. A wider field of view helps to observe more pronounced synchrony differences, but the accompanied greater computational load, requiring more computing power or longer computational time.
METHODS:
We proposed a method that directly correlates variations in optical field brightness with cardiac tissue contraction status (CVB method), based on principles from physics and photometry, for rapid video analysis in wide field of view to obtain contraction parameters, such as period and contraction propagation direction and speed.
RESULTS:
Through video analysis of human induced pluripotent stem cell (hiPSC)-derived CMs labeled with green fluorescent protein (GFP) cultured on aligned and random nanofiber scaffolds, the CVB method was demonstrated to obtain contraction parameters and quantify the direction and speed of contraction within regions of interest (ROIs) in wide field of view. The CVB method required less computation time compared to one of the contour tracking methods, the LucasKanade (LK) optical flow method, and provided better stability and accuracy in the results.
CONCLUSION
This method has a smaller computational load, is less affected by motion blur and out-of-focus conditions, and provides a potential tool for accurate and rapid analysis of cardiac tissue contraction synchrony in wide field of view without the need for more powerful hardware.
9.Rapid Video Analysis for Contraction Synchrony of Human Induced Pluripotent Stem Cells-Derived Cardiac Tissues
Yuqing JIANG ; Mingcheng XUE ; Lu OU ; Huiquan WU ; Jianhui YANG ; Wangzihan ZHANG ; Zhuomin ZHOU ; Qiang GAO ; Bin LIN ; Weiwei KONG ; Songyue CHEN ; Daoheng SUN
Tissue Engineering and Regenerative Medicine 2025;22(2):211-224
BACKGROUND:
The contraction behaviors of cardiomyocytes (CMs), especially contraction synchrony, are crucial factors reflecting their maturity and response to drugs. A wider field of view helps to observe more pronounced synchrony differences, but the accompanied greater computational load, requiring more computing power or longer computational time.
METHODS:
We proposed a method that directly correlates variations in optical field brightness with cardiac tissue contraction status (CVB method), based on principles from physics and photometry, for rapid video analysis in wide field of view to obtain contraction parameters, such as period and contraction propagation direction and speed.
RESULTS:
Through video analysis of human induced pluripotent stem cell (hiPSC)-derived CMs labeled with green fluorescent protein (GFP) cultured on aligned and random nanofiber scaffolds, the CVB method was demonstrated to obtain contraction parameters and quantify the direction and speed of contraction within regions of interest (ROIs) in wide field of view. The CVB method required less computation time compared to one of the contour tracking methods, the LucasKanade (LK) optical flow method, and provided better stability and accuracy in the results.
CONCLUSION
This method has a smaller computational load, is less affected by motion blur and out-of-focus conditions, and provides a potential tool for accurate and rapid analysis of cardiac tissue contraction synchrony in wide field of view without the need for more powerful hardware.
10.Rapid Video Analysis for Contraction Synchrony of Human Induced Pluripotent Stem Cells-Derived Cardiac Tissues
Yuqing JIANG ; Mingcheng XUE ; Lu OU ; Huiquan WU ; Jianhui YANG ; Wangzihan ZHANG ; Zhuomin ZHOU ; Qiang GAO ; Bin LIN ; Weiwei KONG ; Songyue CHEN ; Daoheng SUN
Tissue Engineering and Regenerative Medicine 2025;22(2):211-224
BACKGROUND:
The contraction behaviors of cardiomyocytes (CMs), especially contraction synchrony, are crucial factors reflecting their maturity and response to drugs. A wider field of view helps to observe more pronounced synchrony differences, but the accompanied greater computational load, requiring more computing power or longer computational time.
METHODS:
We proposed a method that directly correlates variations in optical field brightness with cardiac tissue contraction status (CVB method), based on principles from physics and photometry, for rapid video analysis in wide field of view to obtain contraction parameters, such as period and contraction propagation direction and speed.
RESULTS:
Through video analysis of human induced pluripotent stem cell (hiPSC)-derived CMs labeled with green fluorescent protein (GFP) cultured on aligned and random nanofiber scaffolds, the CVB method was demonstrated to obtain contraction parameters and quantify the direction and speed of contraction within regions of interest (ROIs) in wide field of view. The CVB method required less computation time compared to one of the contour tracking methods, the LucasKanade (LK) optical flow method, and provided better stability and accuracy in the results.
CONCLUSION
This method has a smaller computational load, is less affected by motion blur and out-of-focus conditions, and provides a potential tool for accurate and rapid analysis of cardiac tissue contraction synchrony in wide field of view without the need for more powerful hardware.


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