1.Prediction of pancreatic fistula after pancreaticoduodenectomy by multi-phase enhanced CT radiomics model
Tianxin CHENG ; Hongwei WU ; Zhixiang WANG ; Piao YAN ; Xiaoyang LI ; Zhenhao LIU ; Kuinan TONG ; Kun LIU ; Hui XU ; Zhenghan YANG
Journal of Practical Radiology 2025;41(4):603-607
Objective To compare the ability of single-phase,dual-phase,and triphasic models in forecasting postoperative pancreatic fistula(POPF)after pancreaticoduodenectomy(PD)using radiomics based on triphasic enhanced CT.Methods A total of 181 patients who underwent multi-phase enhanced CT prior to PD were retrospectively selected,and the collection phase included non-contrast,arterial phase(AP),and equilibrium phase(EP).3D Slicer software was utilized to segment the region of interest(ROI)for the postoperative pancreatic remnant on each phase.Radiomics feature extraction was performed using R software,followed by feature selection through least absolute shrinkage and selection operator(LASSO)regression with five-fold cross-validation to prevent model overfitting.The effective features selected were combined in a weighted linear manner to obtain a Radiomics score(Radscore).The patients were divided into training set and test set in a 7︰3 ratio.Logistic regression was employed to construct seven POPF prediction models(three single-phase,three dual-phase,and one triphasic models)based on different phase combinations.The diagnostic performance of the models was evaluated using the area under the curve(AUC)of receiver operating characteristic(ROC)curve,accuracy(ACC),sensitivity(SEN),and specificity(SPE).The DeLong test was applied to compare the differences in AUC among different models.Results After LASSO regression,24 effective features associated with POPF were selected from different phases.In the test set,the triphasic model exhibited the highest AUC and ACC(AUC=0.76,ACC=0.808).The calibration curve demonstrated the strongest agreement between the estimated probabilities and observed probabilities for the triphasic model.The decision curve analysis(DCA)curve indicated that the triphasic model had the largest threshold range with a higher net benefit.Conclusion Compared with single-phase and dual-phase models,the triphasic model based on enhanced CT provides better prediction of POPF after PD,aiding clinical decision-making and improve prognosis.
2.Molecular mechanism of active ingredients of Ligustri Lucidi Fructus against osteoporosis
Wenchi WANG ; Tian XIA ; Ruiqi WU ; Haohan LIANG ; Zhenyang NI ; Zhenhao ZHANG ; Zhenxing LI ; Guanghui CHEN ; Han SU
Chinese Journal of Tissue Engineering Research 2025;29(18):3856-3867
BACKGROUND:Traditional Chinese medicine has been proved to have a significant role in anti-osteoporosis,and the effectiveness and mechanism of Ligustri Lucidi Fructus and its the active ingredients against osteoporosis have gradually gained the attention of scholars.OBJECTIVE:To analyze and summarize the research progress of Ligustri Lucidi Fructus and its active ingredients against osteoporosis in vitro and in vivo.METHODS:We searched the relevant literature included in CNKI and PubMed databases using the search terms of"Osteoporosis,Bone marrow mesenchymal stem cells,Osteoblast,Osteoclast,Ligustri Lucidi Fructus,Signal path"in Chinese and English,respectively.According to the needs of the research,we established the corresponding criteria and screened the literature.A total of 82 papers were included in the final review.RESULTS AND CONCLUSION:(1)The active ingredients of Ligustri Lucidi Fructus that exert anti-osteoporotic effects in vitro and in vivo mainly involve the following:Salidroside activates the Wnt/β-catenin signaling pathway by inhibiting the expression of Sclerostin and Dickkopf-related protein 1.This activation process enhances the expression of phosphorylated low-density lipoprotein receptor-related protein 6 in ovariectomized rats and primary osteoblasts,while decreasing the expression of glycogen synthase kinase 3β.Further,it promotes the expression of β-catenin,runt-related transcription factor 2 and cellular myelocytomatosis oncogene in the nucleus,thereby promoting the bone formation capacity of osteoblasts.The advantage is that it acts directly on osteoblasts to promote bone formation,which provides a new strategy for the treatment of osteoporosis.(2)Olive bittersweet significantly increases bone mineral density and regulates bone metabolism by decreasing terminal interleukin-6 and alkaline phosphatase concentrations in Sprague-Dawley rats.In vitro experiments showed that olive bittersweet promotes the proliferation of osteoblasts and up-regulates the protein and mRNA expression of osteoprotegerin,while inhibiting the protein and mRNA expression of receptor activator of nuclear factor-κB ligand.This mechanism of action is closely related to the regulation of the balance of the osteoprotegerin/receptor activator of nuclear factor-κB ligand system,demonstrating the advantage of increasing bone mineral density and maintaining bone health by regulating factors related to bone metabolism,but there is no significant effect on Ca2+concentration,which may limit its use in some specific types of osteoporosis.(3)By decreasing the expression of phosphatidylinositol 3 kinase,reducing the phosphorylation of protein kinase B and the expression of osteoclast-specific marker protein c-Fos,pineconiferin effectively inhibits the activation of phosphatidylinositol 3 kinase/protein kinase B/c-Fos pathway in osteoclasts.This inhibition reduces the proliferation and maturation of osteoclasts,which can help to reduce bone resorption.The advantage of this inhibition is that it can directly target osteoclasts,which provides a new target for osteoporosis treatment.However,the specific regulatory mechanism of osteoclasts needs to be studied in depth,and its long-term effect and safety need to be further evaluated.(4)The active ingredients of Ligustri Lucidi Fructus have shown good therapeutic effects on osteoporosis,but their mechanism of action is complex,involving the interaction of multiple genes,proteins and signaling pathways.In the future,large-scale clinical trials need to be carried out to verify its effectiveness and safety,and the strategy of combining the active ingredients of Ligustri Lucidi Fructus with other drugs needs to be further explored in order to obtain better therapeutic effects.
3.Prediction of pancreatic fistula after pancreaticoduodenectomy by multi-phase enhanced CT radiomics model
Tianxin CHENG ; Hongwei WU ; Zhixiang WANG ; Piao YAN ; Xiaoyang LI ; Zhenhao LIU ; Kuinan TONG ; Kun LIU ; Hui XU ; Zhenghan YANG
Journal of Practical Radiology 2025;41(4):603-607
Objective To compare the ability of single-phase,dual-phase,and triphasic models in forecasting postoperative pancreatic fistula(POPF)after pancreaticoduodenectomy(PD)using radiomics based on triphasic enhanced CT.Methods A total of 181 patients who underwent multi-phase enhanced CT prior to PD were retrospectively selected,and the collection phase included non-contrast,arterial phase(AP),and equilibrium phase(EP).3D Slicer software was utilized to segment the region of interest(ROI)for the postoperative pancreatic remnant on each phase.Radiomics feature extraction was performed using R software,followed by feature selection through least absolute shrinkage and selection operator(LASSO)regression with five-fold cross-validation to prevent model overfitting.The effective features selected were combined in a weighted linear manner to obtain a Radiomics score(Radscore).The patients were divided into training set and test set in a 7︰3 ratio.Logistic regression was employed to construct seven POPF prediction models(three single-phase,three dual-phase,and one triphasic models)based on different phase combinations.The diagnostic performance of the models was evaluated using the area under the curve(AUC)of receiver operating characteristic(ROC)curve,accuracy(ACC),sensitivity(SEN),and specificity(SPE).The DeLong test was applied to compare the differences in AUC among different models.Results After LASSO regression,24 effective features associated with POPF were selected from different phases.In the test set,the triphasic model exhibited the highest AUC and ACC(AUC=0.76,ACC=0.808).The calibration curve demonstrated the strongest agreement between the estimated probabilities and observed probabilities for the triphasic model.The decision curve analysis(DCA)curve indicated that the triphasic model had the largest threshold range with a higher net benefit.Conclusion Compared with single-phase and dual-phase models,the triphasic model based on enhanced CT provides better prediction of POPF after PD,aiding clinical decision-making and improve prognosis.
4.Molecular mechanism of active ingredients of Ligustri Lucidi Fructus against osteoporosis
Wenchi WANG ; Tian XIA ; Ruiqi WU ; Haohan LIANG ; Zhenyang NI ; Zhenhao ZHANG ; Zhenxing LI ; Guanghui CHEN ; Han SU
Chinese Journal of Tissue Engineering Research 2025;29(18):3856-3867
BACKGROUND:Traditional Chinese medicine has been proved to have a significant role in anti-osteoporosis,and the effectiveness and mechanism of Ligustri Lucidi Fructus and its the active ingredients against osteoporosis have gradually gained the attention of scholars.OBJECTIVE:To analyze and summarize the research progress of Ligustri Lucidi Fructus and its active ingredients against osteoporosis in vitro and in vivo.METHODS:We searched the relevant literature included in CNKI and PubMed databases using the search terms of"Osteoporosis,Bone marrow mesenchymal stem cells,Osteoblast,Osteoclast,Ligustri Lucidi Fructus,Signal path"in Chinese and English,respectively.According to the needs of the research,we established the corresponding criteria and screened the literature.A total of 82 papers were included in the final review.RESULTS AND CONCLUSION:(1)The active ingredients of Ligustri Lucidi Fructus that exert anti-osteoporotic effects in vitro and in vivo mainly involve the following:Salidroside activates the Wnt/β-catenin signaling pathway by inhibiting the expression of Sclerostin and Dickkopf-related protein 1.This activation process enhances the expression of phosphorylated low-density lipoprotein receptor-related protein 6 in ovariectomized rats and primary osteoblasts,while decreasing the expression of glycogen synthase kinase 3β.Further,it promotes the expression of β-catenin,runt-related transcription factor 2 and cellular myelocytomatosis oncogene in the nucleus,thereby promoting the bone formation capacity of osteoblasts.The advantage is that it acts directly on osteoblasts to promote bone formation,which provides a new strategy for the treatment of osteoporosis.(2)Olive bittersweet significantly increases bone mineral density and regulates bone metabolism by decreasing terminal interleukin-6 and alkaline phosphatase concentrations in Sprague-Dawley rats.In vitro experiments showed that olive bittersweet promotes the proliferation of osteoblasts and up-regulates the protein and mRNA expression of osteoprotegerin,while inhibiting the protein and mRNA expression of receptor activator of nuclear factor-κB ligand.This mechanism of action is closely related to the regulation of the balance of the osteoprotegerin/receptor activator of nuclear factor-κB ligand system,demonstrating the advantage of increasing bone mineral density and maintaining bone health by regulating factors related to bone metabolism,but there is no significant effect on Ca2+concentration,which may limit its use in some specific types of osteoporosis.(3)By decreasing the expression of phosphatidylinositol 3 kinase,reducing the phosphorylation of protein kinase B and the expression of osteoclast-specific marker protein c-Fos,pineconiferin effectively inhibits the activation of phosphatidylinositol 3 kinase/protein kinase B/c-Fos pathway in osteoclasts.This inhibition reduces the proliferation and maturation of osteoclasts,which can help to reduce bone resorption.The advantage of this inhibition is that it can directly target osteoclasts,which provides a new target for osteoporosis treatment.However,the specific regulatory mechanism of osteoclasts needs to be studied in depth,and its long-term effect and safety need to be further evaluated.(4)The active ingredients of Ligustri Lucidi Fructus have shown good therapeutic effects on osteoporosis,but their mechanism of action is complex,involving the interaction of multiple genes,proteins and signaling pathways.In the future,large-scale clinical trials need to be carried out to verify its effectiveness and safety,and the strategy of combining the active ingredients of Ligustri Lucidi Fructus with other drugs needs to be further explored in order to obtain better therapeutic effects.
5.Construction and verification of a predictive model for immediate social urinary control recovery after robot assisted radical prostatectomy for prostate cancer
Yueqi WU ; Xuefei DING ; Yang LUAN ; Liangyong ZHU ; Xiao TAN ; Zhenhao WU
Journal of Clinical Medicine in Practice 2024;28(10):1-4
Objective To construct and verify a nomogram model for predicting social urinary control recovery in patients undergoing robot-assisted radical prostatectomy (RARP) immediately after extubation. Methods A retrospective analysis was conducted on the clinical data of 64 patients diagnosed with prostate cancer and treated by a single surgeon. The immediate urinary control status of the patients after removal of the catheter was evaluated, and LASSO regression was used for feature screening. Multiple Logistic regression was performed on the selected features to determine independent risk factors and establish a predictive model. And the discriminability, calibration, and clinical practicality of the model were evaluated using receiver operating curve (ROC), Hosmer Lemeshow test and calibration curve, and clinical decision curve (DCA) analysis. Results The variables in the outcome prediction model include D'Amico grading and distance of the levator muscle. The area under the ROC curve (
6.Robot-assisted urinary control recovery and safety assessment of vesicoprostatic muscle reconstruction after extubation in patients undergoing radical prostatectomy for prostate cancer:a prospective randomized controlled trial
Yueqi WU ; Xuefei DING ; Yang LUAN ; Liangyong ZHU ; Xiao TAN ; Zhenhao WU
Journal of Modern Urology 2024;29(7):632-637,653
Objective To analyze the effects of vesicoprostatic muscle(VPM)reconstruction on the early urinary control recovery and safety of patients undergoing robot-assisted radical prostatectomy(RARP).Methods A total of 128 patients who underwent RARP in our hospital during Sep.1,2021 and Aug.31,2023 were enrolled and divided into the non-reconstruction group(n=64)and reconstruction group(n=64)using random number table method.The reconstruction group received Montsouris+VPM reconstruction surgery,while the non-reconstructive group underwent Montsouris surgery only.Urinary control and perioperative data were collected with telephone interview,outpatient follow-up and inpatient records.The two groups were matched using overlap weighting and the Kaplan-Meier method was used to calculate urinary incontinence rates at 1,2 and 3 months after extubation.Early urinary control(3 months after extubation),operation time,intraoperative bleeding,positive rate of incision margin,and incidence of early postoperative complications(<30 days)(Clavien-Dindo scale)were compared between the two groups.Results The recovery rate of urinary control at 1,2 and 3 months after extubation was significantly higher in the reconstruction group than that in the non-reconstruction group(33.9%vs.11.2%;46.7%vs.16.1%;70.6%vs.45.6%,P<0.05),but the positive rate of resection margin was lower(16.1%vs.41.7%,P<0.05).There were no significant differences in operation time,intraoperative bleeding and early postoperative complications between the two groups(P>0.05).Conclusion VPM reconstruction can improve urinary control recovery in RARP patients early after extubation without increasing the risk of surgery.
7.Preparation methods,advantages,and disadvantages of cartilage scaffold materials
Zewen WANG ; Chenzhi LI ; Jiahe LIU ; Yancheng LI ; Mingjian WU ; Yan CUI ; Zhenhao LI ; Wanqi XIONG ; Ting HE ; Baoyi LIU ; Fan YANG
Chinese Journal of Tissue Engineering Research 2024;28(15):2404-2409
BACKGROUND:Scaffold materials serve as platforms that provide space and structure,playing a crucial role in the regeneration of cartilage tissue.Scholars from around the world are exploring different approaches to fabricate more ideal scaffold materials. OBJECTIVE:To review the design principles and preparation methods of cartilage scaffolds,and to further explore the advantages and limitations of various preparation methods. METHODS:Literature searches were conducted on the databases of CNKI,WanFang Data,PubMed,and FMRS from 1998 to 2023.The search terms were"cartilage repair,cartilage tissue engineering,cartilage scaffold materials,preparation"in Chinese and English.A total of 57 articles were ultimately reviewed. RESULTS AND CONCLUSION:(1)The articular cartilage has a unique structure and limited self-repair capacity after injury.Even if self-repair occurs,the newly formed cartilage is typically fibrocartilage,which is far inferior to normal articular cartilage in terms of structure and mechanical properties.It is difficult to maintain normal function and often leads to degenerative changes.Currently,the design and fabrication of scaffold materials for cartilage repair need to consider the following aspects:biocompatibility and biodegradability,suitable pore structure and porosity,appropriate mechanical properties,and bioactivity.(2)Research on the preparation of cartilage scaffolds has made significant progress,continuously introducing new preparation methods and optimization strategies.These methods have their advantages and disadvantages,providing more possibilities for customized preparation and functional design of cartilage scaffolds according to specific requirements.
8.Effects of biomechanics on biological characteristics of osteoblasts
Wanqi XIONG ; Zhenhao LI ; Yan CUI ; Jiahe LIU ; Chenzhi LI ; Mingjian WU ; Yancheng LI ; Fan YANG ; Baoyi LIU
Chinese Journal of Tissue Engineering Research 2024;28(21):3407-3412
BACKGROUND:Bone formation is the process by which osteoblasts synthesize and secrete osteoid and promote its mineralization,which generally involves mechanical signal transduction.Osteoblasts are primarily regulated by mechanical factors such as gravity,compressive stress,tensile stress,fluid shear stress,and hydrostatic pressure in vivo,and different mechanical stimuli modulate the proliferation,differentiation,and apoptosis of osteoblasts through various mechanisms,including hormones,cytoskeletal proteins,and microRNAs.By clarifying the effects of biomechanical forces on osteoblasts,it provides ideas and a reference basis for the treatment of osteometabolic diseases involving osteoblasts. OBJECTIVE:To review the effects of different biomechanical forces on the biological characteristics of osteoblasts. METHODS:We conducted a literature search using PubMed,Web of Science,FMRS,CNKI,and WanFang databases for relevant publications published from 2000 to 2023,covering basic research and tissue engineering studies related to the effects of biomechanical forces on osteoblasts.Ultimately,a total of 70 articles were reviewed. RESULTS AND CONCLUSION:Different biomechanical forces have an impact on the biological characteristics of osteoblasts,including proliferation,differentiation,and apoptosis,and these effects are dependent on the intensity and duration of the applied force.Specifically,the effects are as follows:(1)Under microgravity conditions,osteoblast proliferation and differentiation are inhibited,resulting in a decrease in bone density and the development of osteoporosis.(2)Compared to microgravity,hypergravity has a promoting effect on osteoblast proliferation.(3)The effects of compressive stress on osteoblasts are dependent on the loading intensity and time.Appropriate compressive stress can promote osteoblast proliferation and differentiation,which is beneficial for bone tissue formation and repair,while excessive compressive stress can cause osteoblast apoptosis and bone tissue destruction.(4)The biological effects of different types of tensile stress on osteoblasts differ.Studies have shown that a strain rate within the range of 0-12%has a promoting effect on osteoblast proliferation.(5)Fluid shear stress can promote osteoblast proliferation and differentiation and enhance the bone-inducing effect of biomaterials.(6)Static hydrostatic pressure can affect the biological behavior of osteoblasts,including proliferation,differentiation,and apoptosis,and these effects are closely related to the time and intensity of the pressure.Understanding the effects of different biomechanical forces on osteoblasts is of great significance for a deeper understanding of bone growth and maintenance mechanisms.
9.Association between hearing loss and physical performance in patients on maintenance hemodialysis
Weifeng FAN ; Xiaojing ZHONG ; Qing WU ; Lihong ZHANG ; Zhenhao YANG ; Yong GU ; Qi GUO ; Xiaoyu CHEN ; Chen YU ; Kun ZHANG ; Wei DING ; Hualin QI ; Junli ZHAO ; Liming ZHANG ; Suhua ZHANG ; Jianying NIU
Kidney Research and Clinical Practice 2024;43(3):358-368
The correlation between hearing loss (HL) and physical performance in patients receiving maintenance hemodialysis (MHD) remains poorly investigated. This study explored the association between HL and physical performance in patients on MHD. Methods: This multicenter cross-sectional study was conducted between July 2020 and April 2021 in seven hemodialysis centers in Shanghai and Suzhou, China. The hearing assessment was performed using pure-tone average (PTA). Physical performance was assessed using the Timed Up and Go Test (TUGT), handgrip strength, and gait speed. Results: Finally, 838 adult patients (male, 516 [61.6%]; 61.2 ± 2.6 years) were enrolled. Among them, 423 (50.5%) had mild to profound HL (male, 48.6% and female, 53.4%). Patients with HL had poorer physical performance than patients without HL (p < 0.001). TUGT was positively correlated with PTA (r = 0.265, p < 0.001), while handgrip strength and gait speed were negatively correlated with PTA (r = –0.356, p < 0.001 and r = –0.342, p < 0.001, respectively). Physical performance in patients aged <60 years showed significant dose-response relationships with HL. After adjusting for confounders, the odds ratios (95% confidence intervals) for HL across the TUGT quartiles (lowest to highest) were 1.00 (reference), 1.15 (0.73–1.81), 1.69 (1.07–2.70), and 2.87 (1.69–4.88) (p for trend = 0.005). Conclusion: Lower prevalence of HL was associated with a faster TUGT and a stronger handgrip strength in patients on MHD.
10.The feasibility of pressure pain tolerance threshold to assist in the selection of anesthesia for transperineal prostate biopsy
Zhenhao WU ; Xuefei DING ; Yang LUAN ; Liangyong ZHU ; Xiao TAN ; Yueqi WU
Chinese Journal of Urology 2024;45(11):837-842
Objective:To explore the feasibility of pressure tolerance threshold (PTO) in evaluating the effect of local anesthesia in patients undergoing transperineal prostate biopsy.Methods:Patients who underwent periprostatic nerve block prostate biopsy in Northern Jiangsu People's Hospital from March 2022 to October 2023 were prospectively enrolled.Inclusion criteria: ① suspicious prostate nodules detected by digital rectal examination, any prostate-specific antigen (PSA) value; ② transrectal prostate ultrasound (TRUS) or magnetic resonance imaging (MRI) showing suspicious lesions, any PSA; ③ the PSA >10 ng/ml; ④PSA 4-10 ng/ml, suspicious free/total PSA or suspicious PSA density. Inclusion was required if one of these criteria was met. Exclusion criteria: ① previous history of prostate biopsy or prostate surgery; ② severe cardiovascular and cerebrovascular diseases or coagulation disorders; ③ severe urinary tract infection; ④ taking analgesics within 24 hours before surgery; ⑤ unable to complete the pain score or refused to cooperate; ⑥ rectal stenosis or other rectal lesions detected by digital rectal examination.The PTO of all patients was measured by the same physician using a tenderness measuring instrument before puncture. Visual analogue scale (VAS) was used to evaluate the pain during the operation. According to the VAS score, the patients were divided into mild pain group (VAS score 0-3 points) and moderate to severe pain group (VAS score 4-10 points). The clinical data of the two groups were compared. The correlation between PTO and VAS score was further analyzed. The receiver operating characteristic (ROC) curve of PTO to predict pain during puncture was drawn, and the optimal cut-off value of PTO was calculated by the maximum Youden index.Results:A total of 304 patients were enrolled in this study, including 184 patients in the mild pain group and 120 patients in the moderate to severe pain group.There were no significant differences in age [69 (63, 73) years old vs. 69 (61, 74) years old], body mass index[24.0(22.9, 25.0)kg/m 2 vs. 23.9(22.8, 24.7)kg/m 2], PSA[14.6(10.5, 25.1)ng/ml vs. 14.0(10.5, 20.7)ng/ml], and hypertension[59.8%(110/184) vs.64.2%(77/120)]between the mild pain group and the moderate to severe pain group ( P> 0.05), while there were significant differences in PTO[(6.69±1.20)kgf/cm 2 vs.(5.13±0.92)kgf/cm 2], number of puncture needles[19(18, 22)needles vs. 22(20, 24)needles], prostate volume[36.5(26.6, 52.5)ml vs. 63.2(47.4, 89.4)ml], diabetes[35.3%(65/184) vs. 23.3%(28/120)], and major trauma experience[37.5%(69/184) vs.15.8%(19/120)] ( P<0.05). There was a high correlation between PTO and VAS score ( r=0.689, P<0.001). ROC curve analysis showed that when PTO was 5.99 kgf/cm 2, the accuracy of predicting moderate to severe pain during prostate biopsy was the highest. The AUC was 0.848, the Youden index was 0.675, the sensitivity and specificity were 89.2% and 78.3%, respectively. Conclusions:PTO can evaluate the effect of local anesthesia in patients undergoing transperineal prostate biopsy.PTO can be measured before surgery in patients undergoing transperineal prostate biopsy. When the patient's PTO is ≥5.99 kgf/cm 2, the patient's pain tolerance is better and the local anesthesia effect is feasible.When the patient's PTO is less than 5.99 kgf/cm 2, the patient's pain tolerance is poor, so the patient could be recommended to undergo spinal anesthesia or general anesthesia to reduce the pain during prostate biopsy.


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