1.Predicting Hepatocellular Carcinoma Using Brightness Change Curves Derived From Contrast-enhanced Ultrasound Images
Ying-Ying CHEN ; Shang-Lin JIANG ; Liang-Hui HUANG ; Ya-Guang ZENG ; Xue-Hua WANG ; Wei ZHENG
Progress in Biochemistry and Biophysics 2025;52(8):2163-2172
ObjectivePrimary liver cancer, predominantly hepatocellular carcinoma (HCC), is a significant global health issue, ranking as the sixth most diagnosed cancer and the third leading cause of cancer-related mortality. Accurate and early diagnosis of HCC is crucial for effective treatment, as HCC and non-HCC malignancies like intrahepatic cholangiocarcinoma (ICC) exhibit different prognoses and treatment responses. Traditional diagnostic methods, including liver biopsy and contrast-enhanced ultrasound (CEUS), face limitations in applicability and objectivity. The primary objective of this study was to develop an advanced, light-weighted classification network capable of distinguishing HCC from other non-HCC malignancies by leveraging the automatic analysis of brightness changes in CEUS images. The ultimate goal was to create a user-friendly and cost-efficient computer-aided diagnostic tool that could assist radiologists in making more accurate and efficient clinical decisions. MethodsThis retrospective study encompassed a total of 161 patients, comprising 131 diagnosed with HCC and 30 with non-HCC malignancies. To achieve accurate tumor detection, the YOLOX network was employed to identify the region of interest (ROI) on both B-mode ultrasound and CEUS images. A custom-developed algorithm was then utilized to extract brightness change curves from the tumor and adjacent liver parenchyma regions within the CEUS images. These curves provided critical data for the subsequent analysis and classification process. To analyze the extracted brightness change curves and classify the malignancies, we developed and compared several models. These included one-dimensional convolutional neural networks (1D-ResNet, 1D-ConvNeXt, and 1D-CNN), as well as traditional machine-learning methods such as support vector machine (SVM), ensemble learning (EL), k-nearest neighbor (KNN), and decision tree (DT). The diagnostic performance of each method in distinguishing HCC from non-HCC malignancies was rigorously evaluated using four key metrics: area under the receiver operating characteristic (AUC), accuracy (ACC), sensitivity (SE), and specificity (SP). ResultsThe evaluation of the machine-learning methods revealed AUC values of 0.70 for SVM, 0.56 for ensemble learning, 0.63 for KNN, and 0.72 for the decision tree. These results indicated moderate to fair performance in classifying the malignancies based on the brightness change curves. In contrast, the deep learning models demonstrated significantly higher AUCs, with 1D-ResNet achieving an AUC of 0.72, 1D-ConvNeXt reaching 0.82, and 1D-CNN obtaining the highest AUC of 0.84. Moreover, under the five-fold cross-validation scheme, the 1D-CNN model outperformed other models in both accuracy and specificity. Specifically, it achieved accuracy improvements of 3.8% to 10.0% and specificity enhancements of 6.6% to 43.3% over competing approaches. The superior performance of the 1D-CNN model highlighted its potential as a powerful tool for accurate classification. ConclusionThe 1D-CNN model proved to be the most effective in differentiating HCC from non-HCC malignancies, surpassing both traditional machine-learning methods and other deep learning models. This study successfully developed a user-friendly and cost-efficient computer-aided diagnostic solution that would significantly enhances radiologists’ diagnostic capabilities. By improving the accuracy and efficiency of clinical decision-making, this tool has the potential to positively impact patient care and outcomes. Future work may focus on further refining the model and exploring its integration with multimodal ultrasound data to maximize its accuracy and applicability.
2.Preventive suggestions and development trajectories of symptom clusters in 286 patients with acute pancreatitis
Hongliang SHANG ; Gang LI ; Yuanyuan LIU ; Cheng WANG ; Xue YAN
Journal of Public Health and Preventive Medicine 2025;36(5):154-158
Objective To explore the occurrence and development trajectories of symptoms at different time points in patients with acute pancreatitis (AP), and to analyze the influencing factors and preventive measures of development trajectories of AP symptom clusters. Methods A convenient sampling method was used to select AP who were admitted from January 2023 to December 2023 were selected and included in the study. The symptoms at different time points were recorded. The severities of symptom clusters in AP patients were explored, and the development trajectories of main symptom clusters were analyzed. Univariate and multivariate logistic regression analyses were used to analyze the influencing factors of development trajectories of symptom clusters in AP patients. Results The incidence rates of abdominal pain, dry mouth, abdominal distension and lack of energy were higher in AP patients during hospitalization. The incidence rates of lack of energy, anxiety, abdominal pain and sleep disturbance were higher on the 1st month after discharge. The incidence rates of abdominal distension, abdominal pain, sleep disturbance and anxiety were higher on the 3rd month after discharge. The incidence rates of anxiety, abdominal pain and irritability were higher on the 6th month after discharge. The fatigue symptom cluster, psychological symptom cluster and gastrointestinal symptom cluster were extracted during hospitalization and on the 1st month and the 3rd month after discharge, and the psychological symptom cluster and gastrointestinal symptom cluster were extracted on the 6th month. The severity scores of symptom clusters at each time point were statistically different (P<0.05). The development of gastrointestinal symptom cluster in AP patients was mainly low decline. The development of psychological symptom cluster was mainly high decline. Drinking history and diabetes mellitus were the influencing factors of development trajectory of gastrointestinal symptom cluster in AP patients (P<0.05). High disease severity, drinking history and biliary tract disease were the influencing factors of development trajectory of psychological symptom cluster in AP patients (P<0.05). Conclusion The symptom clusters of AP patients changes over time, with digestive, fatigue, and psychological symptoms being the main groups in the early stage, and psychological and digestive symptoms persisting in the later stage. Early identification and intervention are crucial for improving the prognosis of AP patients.
3.Precise capture of circulating endometrial cells in endometriosis
Shang WANG ; Hongyan CHENG ; Honglan ZHU ; Xiaoming YU ; Xue YE ; Xiaohong CHANG
Chinese Medical Journal 2024;137(14):1715-1723
Background::Endometriosis (EM) is a complex benign gynecological disease, but it has malignant biological behavior and can invade any part of the body. Clinical manifestations include pelvic pain, dysmenorrhea, infertility, pelvic nodules, and masses. Our previous study successfully detected circulating endometrial cells (CECs) in the peripheral blood of patients with EM. The purpose of this study is to overcome the limitation of cell size in the previous microfluidic chip method, to further accurately capture CECs, understand the characteristics of these cells, and explore the relationship between CECs and the clinical course characteristics of patients with EM.Methods::Human peripheral venous blood used to detect CECs and circulating vascular endothelial cells (CVECs) was taken from EM patients ( n = 34) hospitalized in the Peking University People’s Hospital. We used the subtraction enrichment and immunostaining fluorescence in situ hybridization (SE-iFISH) method to exclude the interference of red blood cells, white blood cells, and CVECs, so as to accurately capture the CECs in the peripheral blood of patients with EM. Then we clarified the size and ploidy number of chromosome 8 of CECs, and a second grouping of patients was performed based on clinical characteristics to determine the relationship between CECs and clinical course characteristics. Results::The peripheral blood of 34 EM patients and 12 non-EM patients was evaluated by SE-iFISH. Overall, 34 eligible EM patients were enrolled. The results showed that the detection rates of CECs were 58.8% in EM patients and 16.7% in the control group. However, after classification according to clinical characteristics, more CECs could be detected in the peripheral blood of patients with rapidly progressive EM, with a detection rate of 94.4% (17/18). In total, 63.5% (40/63) of these cells were small cells with diameters below 5 μm, and 44.4% (28/63) were aneuploid cells. No significant association was found between the number of CECs and EM stage.Conclusion::The number and characteristics of CECs are related to the clinical course characteristics of patients with EM, such as pain and changes in lesion size, and may be used as biomarkers for personalized treatment and management of EM in the future.
4.CP-25 inhibits GRK2 activity to treat osteoarthritis in mice
Hui-Min WANG ; Xu-Lei WANG ; Zhu-Ping CHU ; Ting-Ting GUO ; Nuo XU ; Kang WANG ; Ying LI ; Wei WEI ; Shang-Xue YAN
Chinese Pharmacological Bulletin 2024;40(5):936-944
Aim To investigate the protective poten-tial of paeoniflorin 6-oxy-benzenesulfonate(CP-25)in preserving knee cartilage integrity in osteoarthritis mice through inhibition of GRK2 activity.Methods The posttraumatic osteoarthritis model was established fol-lowing DMM surgery.The experiment consisted of a sham operation group,a model group,a CP-25 admin-istration group,and a paroxetine positive control group.Intragastric administration commenced after the surgery.After 12 weeks of administration,the animals were euthanized.Micro-CT imaging was used to ob-serve the knee cartilage degeneration and abnormal bone remodeling,and the joint histopathology of mice was observed by staining with ferrubens solid green.Immunohistochemistry and immunofluorescence were used to detect the expression level of related molecules in cartilage tissue.Furthermore,Western blot was em-ployed to determine GRK2 and EP4 membrane protein expression levels as well as total protein levels of GRK2 and MMP13 following CP-25 treatment.Results Compared with the sham operation group,the articular cartilage in the model group was significantly degrad-ed,with the cartilage surface calcifying and osteo-phytes forming.CP-25 could significantly reduce the number of osteophytes and the thickness of the sub-chondral plate of articular cartilage,promote the regen-eration of the cartilage matrix,reduce the expression of cartilage matrix degradation protein,and have a signifi-cant protective effect on knee cartilage.Immunohisto-chemical and immunofluorescence results showed that compared with the model group,CP-25 treatment sig-nificantly decreased the expressions of GRK2,AD-AMTS5 and MMP13 in knee tissue and increased the expressions of Col Ⅱ and Aggrecan in knee tissue.The results of in vitro experiments showed that CP-25 ad-ministration could significantly reduce the expression levels of GRK2 membrane protein and total protein,in-crease the level of EP4 membrane protein,and de-crease the level of MMP13.Conclusions The ad-ministration of CP-25 can significantly promote the re-generation of articular cartilage matrix in OA mice,re-duce the degradation of cartilage matrix,and exhibit therapeutic effects on OA.The mechanism behind this is related to the inhibition of GRK2-mediated cartilage matrix metabolism.
5.Preliminary study on gastrointestinal stress injury induced by hypobaric hypoxia in mice
Xue WEI ; Hui-Ying SHANG ; An-Ping YE ; Cheng-Rong XIAO ; Yue GAO ; Zeng-Chun MA
Chinese Pharmacological Bulletin 2024;40(8):1482-1488
Aim To study the effects of different peri-ods of hypoxia on gastrointestinal stress in mice by sim-ulating hypoxia environment at high altitude in a low-pressure oxygen chamber.Methods The normal con-trol group and the model group for 1,3 and 5 days were set up according to different periods of hypobaric hypoxia.The intestinal propulsion rate,visceral sensi-tivity and pathological damage of gastrointestinal tract were detected after hypobaric hypoxia treatment.The contents of IL-1 β,IL-6 and TNF-α in gastrointestinal tract and the contents of gastrointestinal hormone,di-amine oxidase and D-lactic acid were detected by en-zyme-linked immunosorbent assay(ELISA).The ex-pressions of tight-junction protein and tight junction in-jury pathway protein in intestinal tissues were detected by Western blot.Results Compared with the control group,the intestinal propulsion rate of the model group was accelerated,and the intestinal sensitivity in-creased.The expression of intestinal mucosal injury markers increased.Gastrointestinal motility inhibiting hormone decreased and gastrointestinal motility promo-ting hormone increased.The expression of tight junc-tion proteins ZO-1,claudin-1,occludin and VASP of tight junction injury-related pathway decreased,while the expression of NF-κB,HIF-1α and VEGF in tight junction injury-related pathway increased.The expres-sions of IL-1 β,IL-6 and TNF-α in gastrointestinal tis-sue increased.The content of pepsin in gastric tissue increased.The injury of gastrointestinal tissue was less in the 1-day group,and more serious in the 3-day and 5-day groups.Conclusions Stress injury occurs in the gastrointestinal tract of mice at different time points in hypoxia and hypoxia environment,and the gastroin-testinal function injury is more serious after three days of exposure,which may be related to the activation of NF-κB/HIF-1α/VEGF/VASP pathway.
6.Effects of body mass index on nocturnal hypertension in patients with hypertension: a cross-sectional study
Wenqing WANG ; Zhihua LI ; Jing XUE ; Qian CUI ; Miaomiao SHANG ; Ping YIN ; Meijuan WANG ; Li GUO ; Dongmei SONG ; Guomei XU ; Dandan SUN ; Yuchuan DAI
Chinese Journal of Modern Nursing 2024;30(8):1090-1095
Objective:To explore the effects of body mass index (BMI) on the incidence of nocturnal hypertension in patients with hypertension.Methods:Totally 341 hospitalized hypertensive patients treated at the Affiliated Hospital of Jining Medical University from February to May 2023 were selected by convenience sampling. Patients' general information, clinical data, and 24-hour ambulatory blood pressure results were collected. A binomial Logistic regression analysis was conducted to investigate the factors affecting the occurrence of nocturnal hypertension in these patients. The relationship between BMI and the incidence of nocturnal hypertension was examined using threshold effect tests and smooth curve fitting.Results:The binomial Logistic regression analysis indicated that blood phosphate level was a factor influencing the occurrence of nocturnal hypertension in hypertensive patients ( P<0.05). Smooth curve fitting and threshold effect test results showed that the relationship between BMI and the incidence of nocturnal hypertension was curve-correlated, with a turning point at 24.61 kg/m 2. To the left of the turning point, there was no correlation ( P=0.130) ; to the right, there was a correlation ( P=0.016) . Conclusions:When the BMI of hypertensive patients exceeds 24.61 kg/m 2, the likelihood of nocturnal hypertension increases with rising BMI, providing a precise intervention target for weight management-based patient care in hypertension.
7.Safety and efficacy of the day surgery model for the treatment of unilateral primary aldosteronism
Kaixuan ZHANG ; Jiwen SHANG ; Yanghao TAI ; Xue YAO ; Huihui QIAO ; Kang WANG
Chinese Journal of Urology 2024;45(8):582-586
Objective:To explore the safety and feasibility of adrenal tumor resection under day surgery mode for the treatment of unilateral primary aldosteronism (UPA).Methods:The clinical data of 83 patients who underwent adrenalectomy for the treatment of UPA from January 2020 to January 2023 were retrospectively analyzed. There were 42 males (50.6%)and 41 females (49.4%), age (49.0±12.3)years old. Body mass index (25.4±3.6)kg/m 2. There were 17 patients with diabetes, 58 patients with preoperative hypertension, and the duration of hypertension was 8.2(1, 15)years. Systolic blood pressure was 151.8(137.0, 160.0)mmHg (1 mmHg=0.133 kPa), and diastolic blood pressure was 97.4(87.0, 107.0)mmHg. 20 cases had severe preoperative hypokalemia, with preoperative blood potassium levels of (2.9±0.6)mmol/L. The ratio of preoperative plasma aldosterone to renin activity was 54.1(13.0, 77.2). Tumors were located on the left side in 47 cases (56.6%)and on the right side in 36 cases (43.4%). The maximum diameter of the tumor is 1.5(1.0, 1.7)cm. Patients diagnosed with unilateral primary aldosteronism were included, and patients diagnosed with adrenal pheochromocytoma, adrenal malignancy, or severe cardiovascular disease that cannot tolerate surgery were excluded. The patient was admitted to the hospital on the same day, underwent surgery on the same day, and was evaluated after extubation within one day after surgery. The patient had no fever or lower back pain after surgery, was able to freely get out of bed, and had no obvious abnormalities in blood routine, electrolyte and other test indicators. The patient was discharged from the hospital and received continuous care outside the hospital. The patient was guided to undergo regular outpatient follow-up. Evaluate the efficacy using the Primary Aldosterone Hyperaldosteronism Surgical Outcome (PASO)criteria. Results:The patients had a mean length of hospital stay of 43.0(40.3, 44.6)hours, an operation time of 89.6(70.0, 103.0)minutes, and an operation cost of 23 820.2 (21 150.8, 24 948. 3)yuan. The postoperative free position time was 29.5(20.8, 39.7)hours, the postoperative time for fluid placement of the diet was 25.2(20.1, 27.8) hours, and 42.2(37.9, 41.9)hours of postoperative drain removal. The overall postoperative clinical remission rate was 85.5%. There were four postoperative complications, accounting for 4.8% of cases. These included two cases of interosseous vein thrombosis, one case of delayed healing, and one case of peritoneal rupture. No case of readmission was reported within 30 days.Conclusions:UPA adrenal tumour resection in ambulatory mode is safe and effective when strict inclusion and exclusion criteria are followed, adequate preoperative preparation is carried out, and expert physician assessment is provided.
8.Omega-3 polyunsaturated fatty acids for the treatment of oligoasthenozoospermia:Progress in research
Zhou LI ; Jun JING ; Xue-Jun SHANG ; Bing YAO
National Journal of Andrology 2024;30(4):361-367
Oligoasthenozoospermia(OAS)is one of the most common types of male infertility,which,however,still lacks ef-fective treatment.An increasing number of studies have shown the potential therapeutic value of omega-3 polyunsaturated fatty acid(ω-3 PUFA)in the treatment of OAS.This article presents an overview of the studies on the effects of ω-3 PUFA on fatty acid composition and metabolism,inflammatory response,and oxidative stress in OAS,hoping to provide some new ideas for the treatment of the dis-ease.
9.Mitochondrial damage and male reproductive dysfunction:Progress in research
Jin-Dong LI ; Zhen-Xiang LIU ; Xue-Jun SHANG
National Journal of Andrology 2024;30(8):744-749
Mitochondria are the center of sperm metabolism and essential for all aspects of flagellar motility,capacitation,acro-some reaction and gametic fusion of sperm.Abnormalities in the mitochondrial ultrastructure,membrane potential,reactive oxygen spe-cies,Ca2+homoeostasis,sperm apoptosis,mitochondrial DNA,mitochondrial enzymes and proteomic activity can decrease sperm quality and even cause male infertility.This paper elucidates the impact of mitochondrial dysfunction on sperm by reviewing and analy-zing relevant literature on mitochondria and male reproductive function,aiming to provide some theoretical evidence for exploring effec-tive interventions for male reproductive dysfunction.
10.Extraperitoneal robot-assisted laparoscopic modified Y-V plasty for the treatment of refractory bladder neck contracture
Jin-Dong LI ; Chong ZHANG ; Cai LÜ ; Zhen-Xiang LIU ; Zhi-Ming BAI ; Xue-Jun SHANG
National Journal of Andrology 2024;30(9):798-802
Objective:To investigate the clinical effect of extraperitoneal robot-assisted laparoscopic modified Y-V plasty(LMYVP)in the treatment of refractory bladder neck contracture(BNC).Methods:We retrospectively analyzed the clinical data on 10 cases of refractory BNC after transurethral resection of the prostate between September 2020 and January 2023,all with a history of recurrent urethral dilatation and at least two failures in transurethral surgical treatment of scarring.After definite diagnosis and re-moval of some of the scar tissues to flatten the elevated bladder neck under the cystoscope,we performed robot-assisted LMYVP using the da Vinci Si robotic system and a four-port extraperitoneal approach.The surgical procedure involved an inverted T-shaped incision in the bladder neck and urethral stricture ring,an inverted V-shaped excision of the scar area at the 3-9 o'clock position on the ventral side of the prostatic urethra,continuous full-layer suturing of the bladder neck and inverted V-shaped urethra with 3-0 barbed thread,and indwelling of an F20 silicone catheter for 2 weeks.At 3 months after surgery,we performed cystoscopic examination,measured the maximum urinary flow rate(Qmax),and obtained the IPSS and quality of life(QOL)scores of the patients.Results:Operations were successfully completed in all the cases.At 3 months after surgery,the patients showed significantly increased Qmax([3.65±1.27]vs[20.3±1.77]ml/s,P<0.05),IPSS(5.9±2.02 vs 30±1.15,P<0.05)and QOL score(1.3±0.95 vs 5.2±0.79,P<0.05)compared with the baseline.Cystoscopy revealed a wide and flat bladder neck with good survival and hemody-namics of the bladder flap.All the patients met the criteria for clinical cure at a median follow-up of 13.2 months.Conclusion:Extraper-itoneal robot-assisted LMYVP provides a new strategy for urinary tract reconstruction in the management of refractory BNC,with the ad-vantages of minimal invasiveness,high efficiency and high success rate.


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