1.MXene nanoparticles Ti3C2Tx and photothermal effect promote wound healing in diabetic mice
Meiyun LI ; Sen LIU ; Kaiyuan CHEN ; Ling SHI ; Meichen SONG ; Jiahong CAO ; Yan WU ; Jing YU
Chinese Journal of Tissue Engineering Research 2025;29(28):6052-6060
BACKGROUND:MXene nanoparticles,due to their unique hydrophilicity,biocompatibility,and antibacterial properties,are widely used in wound,tumor,nerve repair,and cardiovascular treatments.However,it is still unclear what effect MXene nanoparticles have on diabetic wound healing.OBJECTIVE:To investigate the in vitro antioxidant,anti-inflammatory and photothermal antibacterial properties of MXene nanoparticles Ti3C2Tx as well as their effect on wound repair in diabetic mice.METHODS:(1)In vitro experiments:The cytotoxicity of Ti3C2Tx nanoparticles on mouse fibroblasts(NIH-3T3)at various concentrations was evaluated using the methyl thiazolyl tetrazolium(MTT)assay.NIH-3T3 cells were exposed to H2O2,and the MTT assay was used to detect the protective effects of different mass concentrations of Ti3C2Tx on NIH-3T3 cells.NIH-3T3 cells were exposed to H2O2,and the effect of Ti3C2Tx(20 μg/mL)on the generation of reactive oxygen species in NIH-3T3 cells was analyzed under illumination(or no illumination)treatment.RAW264.7 macrophages were divided into three groups:control group,lipopolysaccharide group,and lipopolysaccharide+Ti3C2Tx group.Real-time quantitative PCR was used to detect the expression of specific genes(CD86,interleukin 6,CD206,arginase 1)in the cells.Escherichia coli(or Staphylococcus aureus)were divided into three groups:control group,Ti3C2Tx group,and Ti3C2Tx illumination group.The bacterial survival rate was calculated by plate colony counting method.(2)In vivo experiments:Streptozotocin was administered intraperitoneally to ICR mice to induce a diabetic condition.After successful modeling,a full-thickness skin defect wound was created on the back of the mice using a circular punch.The experiment was divided into three groups:control group(n=6),Ti3C2Tx group(n=6),and Ti3C2Tx illumination group(n=6).The wound healing was observed,and CD31 and CD206 immunohistochemical staining of wound tissue was performed on day 7 after intervention.Hematoxylin-eosin staining and Masson staining of wound tissue were performed on days 7 and 14 after intervention.Ti3C2Tx solution was injected subcutaneously into ICR mice.After illumination(or non-illumination)exposure,the toxic effects of Ti3C2Tx on mice were analyzed by blood biochemical detection.RESULTS AND CONCLUSION:(1)In vitro experiments:Ti3C2Tx showed no cytotoxicity on NIH-3T3 cells at mass concentrations ranging from 5-160 μg/mL.It increased the survival rate of NIH-3T3 cells at a mass concentration of 20 μg/mL.Ti3C2Tx at 10-80 μg/mL significantly improved the survival rate of NIH-3T3 cells under H2O2 intervention.Ti3C2Tx significantly inhibited the generation of reactive oxygen species in NIH-3T3 cells under the intervention of H2O2,and illumination treatment further enhanced the effect of Ti3C2Tx on inhibiting the generation of reactive oxygen species.Ti3C2Tx effectively inhibited macrophage inflammation induced by lipopolysaccharide and promoted the transformation of cells into M2 macrophages with anti-inflammatory properties.Both Ti3C2Tx and Ti3C2Tx illumination significantly inhibited the growth of Escherichia coli and Staphylococcus aureus,and the inhibitory effect of Ti3C2Tx illumination was more significant.(2)In vivo experiments:Gross and histological analyses of the wound surface showed that both Ti3C2Tx and Ti3C2Tx illumination promoted wound healing in diabetic mice,and the promotion effect of Ti3C2Tx irradiation was more significant.Immunohistochemical staining results showed that both Ti3C2Tx and Ti3C2Tx illumination inhibited the inflammatory response in diabetic wounds and promoted angiogenesis,and the effect of Ti3C2Tx illumination was more significant.Blood biochemical test results showed that Ti3C2Tx and illumination had no obvious toxic effects on mice.(3)These results indicate that Ti3C2Tx nanoparticles efficiently promote the healing of skin wounds in a diabetic mouse model through antioxidation,anti-inflammation,and antibacterial actions via photothermal effects.
2.Immunomodulatory effect and survival benefit of albumin-bound Paclitaxel combined with Sintilimab in advanced esophageal cancer
Jiangyun ZHOU ; Yuan YUAN ; Meiyun DAI ; Yingying WU ; Jiayu LIU
Immunological Journal 2025;41(11):835-841
Objective To investigate the immunomodulatory effect of albumin-bound Paclitaxel combined with Sintilimab on advanced esophageal cancer,and to analyze the survival benefit.Methods A total of 126 patients with advanced esophageal cancer admitted to Rugao People's Hospital from March 2020 to March 2023 were selected,and divided into the observation group(n=63)and the control group(n=63)using a random number table method.The control group was given albumin-bound Paclitaxel,while the observation group was given albumin-bound Paclitaxel combined with Sintilimab.The clinical efficacy,tumor markers[cytokeratin 19 fragment(CYFRA21-1),squamous cell carcinoma antigen(SCC-Ag),carbohydrate antigen 125(CA125),carcinoembryonic antigen(CEA)],immune function indicators(Th1/Th2,Th17/Treg),PD-1/PD-L1 signaling pathway indicators,Karnofsky performance status(KPS)scores,overall survival,and toxic side effects were compared between the two groups.Results The objective remission rate[38.10%(24/63)]and disease control rate[87.30%(55/63)]of the observation group were higher than those of the control group[20.63%(13/63),71.43%(45/63)](P<0.05).After 2 and 4 cycles of treatment,the serum SCC-Ag,CYFRA21-1,CA125 and CEA in the observation group were lower than those in the control group(P<0.05);after 2 and 4 cycles of treatment,compared with the control group,the observation group showed higher Th1/Th2,and lower Th17/Treg,PD-1 and PD-L1(P<0.05).The improvement rate of quality of life,progression free survival and overall survival in the observation group were higher or longer than those in the control group(P<0.05).There was no significant difference in the incidence of abnormal liver dysfunction,nausea and vomiting,decreased hemoglobin and leucopenia between the two groups(P>0.05),but the incidence of rash in the observation group[57.14%(36/63)]was higher than that in the control group[34.92%(22/63)](P<0.05).Conclusion Combination therapy of Sintilimab and albumin-bound Paclitaxel shows significant efficacy in the treatment of advanced esophageal cancer.It can regulate serum tumor marker levels,improve immune function,reduce the activity of the PD-1/PD-L1 signaling pathway to inhibit disease progression,enhance survival benefits,and improve quality of life.However,attention should be paid to the observation of rash reactions during treatment.
3.MXene nanoparticles Ti3C2Tx and photothermal effect promote wound healing in diabetic mice
Meiyun LI ; Sen LIU ; Kaiyuan CHEN ; Ling SHI ; Meichen SONG ; Jiahong CAO ; Yan WU ; Jing YU
Chinese Journal of Tissue Engineering Research 2025;29(28):6052-6060
BACKGROUND:MXene nanoparticles,due to their unique hydrophilicity,biocompatibility,and antibacterial properties,are widely used in wound,tumor,nerve repair,and cardiovascular treatments.However,it is still unclear what effect MXene nanoparticles have on diabetic wound healing.OBJECTIVE:To investigate the in vitro antioxidant,anti-inflammatory and photothermal antibacterial properties of MXene nanoparticles Ti3C2Tx as well as their effect on wound repair in diabetic mice.METHODS:(1)In vitro experiments:The cytotoxicity of Ti3C2Tx nanoparticles on mouse fibroblasts(NIH-3T3)at various concentrations was evaluated using the methyl thiazolyl tetrazolium(MTT)assay.NIH-3T3 cells were exposed to H2O2,and the MTT assay was used to detect the protective effects of different mass concentrations of Ti3C2Tx on NIH-3T3 cells.NIH-3T3 cells were exposed to H2O2,and the effect of Ti3C2Tx(20 μg/mL)on the generation of reactive oxygen species in NIH-3T3 cells was analyzed under illumination(or no illumination)treatment.RAW264.7 macrophages were divided into three groups:control group,lipopolysaccharide group,and lipopolysaccharide+Ti3C2Tx group.Real-time quantitative PCR was used to detect the expression of specific genes(CD86,interleukin 6,CD206,arginase 1)in the cells.Escherichia coli(or Staphylococcus aureus)were divided into three groups:control group,Ti3C2Tx group,and Ti3C2Tx illumination group.The bacterial survival rate was calculated by plate colony counting method.(2)In vivo experiments:Streptozotocin was administered intraperitoneally to ICR mice to induce a diabetic condition.After successful modeling,a full-thickness skin defect wound was created on the back of the mice using a circular punch.The experiment was divided into three groups:control group(n=6),Ti3C2Tx group(n=6),and Ti3C2Tx illumination group(n=6).The wound healing was observed,and CD31 and CD206 immunohistochemical staining of wound tissue was performed on day 7 after intervention.Hematoxylin-eosin staining and Masson staining of wound tissue were performed on days 7 and 14 after intervention.Ti3C2Tx solution was injected subcutaneously into ICR mice.After illumination(or non-illumination)exposure,the toxic effects of Ti3C2Tx on mice were analyzed by blood biochemical detection.RESULTS AND CONCLUSION:(1)In vitro experiments:Ti3C2Tx showed no cytotoxicity on NIH-3T3 cells at mass concentrations ranging from 5-160 μg/mL.It increased the survival rate of NIH-3T3 cells at a mass concentration of 20 μg/mL.Ti3C2Tx at 10-80 μg/mL significantly improved the survival rate of NIH-3T3 cells under H2O2 intervention.Ti3C2Tx significantly inhibited the generation of reactive oxygen species in NIH-3T3 cells under the intervention of H2O2,and illumination treatment further enhanced the effect of Ti3C2Tx on inhibiting the generation of reactive oxygen species.Ti3C2Tx effectively inhibited macrophage inflammation induced by lipopolysaccharide and promoted the transformation of cells into M2 macrophages with anti-inflammatory properties.Both Ti3C2Tx and Ti3C2Tx illumination significantly inhibited the growth of Escherichia coli and Staphylococcus aureus,and the inhibitory effect of Ti3C2Tx illumination was more significant.(2)In vivo experiments:Gross and histological analyses of the wound surface showed that both Ti3C2Tx and Ti3C2Tx illumination promoted wound healing in diabetic mice,and the promotion effect of Ti3C2Tx irradiation was more significant.Immunohistochemical staining results showed that both Ti3C2Tx and Ti3C2Tx illumination inhibited the inflammatory response in diabetic wounds and promoted angiogenesis,and the effect of Ti3C2Tx illumination was more significant.Blood biochemical test results showed that Ti3C2Tx and illumination had no obvious toxic effects on mice.(3)These results indicate that Ti3C2Tx nanoparticles efficiently promote the healing of skin wounds in a diabetic mouse model through antioxidation,anti-inflammation,and antibacterial actions via photothermal effects.
4.Immunomodulatory effect and survival benefit of albumin-bound Paclitaxel combined with Sintilimab in advanced esophageal cancer
Jiangyun ZHOU ; Yuan YUAN ; Meiyun DAI ; Yingying WU ; Jiayu LIU
Immunological Journal 2025;41(11):835-841
Objective To investigate the immunomodulatory effect of albumin-bound Paclitaxel combined with Sintilimab on advanced esophageal cancer,and to analyze the survival benefit.Methods A total of 126 patients with advanced esophageal cancer admitted to Rugao People's Hospital from March 2020 to March 2023 were selected,and divided into the observation group(n=63)and the control group(n=63)using a random number table method.The control group was given albumin-bound Paclitaxel,while the observation group was given albumin-bound Paclitaxel combined with Sintilimab.The clinical efficacy,tumor markers[cytokeratin 19 fragment(CYFRA21-1),squamous cell carcinoma antigen(SCC-Ag),carbohydrate antigen 125(CA125),carcinoembryonic antigen(CEA)],immune function indicators(Th1/Th2,Th17/Treg),PD-1/PD-L1 signaling pathway indicators,Karnofsky performance status(KPS)scores,overall survival,and toxic side effects were compared between the two groups.Results The objective remission rate[38.10%(24/63)]and disease control rate[87.30%(55/63)]of the observation group were higher than those of the control group[20.63%(13/63),71.43%(45/63)](P<0.05).After 2 and 4 cycles of treatment,the serum SCC-Ag,CYFRA21-1,CA125 and CEA in the observation group were lower than those in the control group(P<0.05);after 2 and 4 cycles of treatment,compared with the control group,the observation group showed higher Th1/Th2,and lower Th17/Treg,PD-1 and PD-L1(P<0.05).The improvement rate of quality of life,progression free survival and overall survival in the observation group were higher or longer than those in the control group(P<0.05).There was no significant difference in the incidence of abnormal liver dysfunction,nausea and vomiting,decreased hemoglobin and leucopenia between the two groups(P>0.05),but the incidence of rash in the observation group[57.14%(36/63)]was higher than that in the control group[34.92%(22/63)](P<0.05).Conclusion Combination therapy of Sintilimab and albumin-bound Paclitaxel shows significant efficacy in the treatment of advanced esophageal cancer.It can regulate serum tumor marker levels,improve immune function,reduce the activity of the PD-1/PD-L1 signaling pathway to inhibit disease progression,enhance survival benefits,and improve quality of life.However,attention should be paid to the observation of rash reactions during treatment.
5.Analysis of Pharmacokinetics/Pharmacodynamics Compliance and Influencing Factors of Meropenem Concentration in Patients with Augmented Renal Clearance
Shenjue CHEN ; Xin LI ; Minyi WU ; Lihua LIU ; Xin HE ; Meiyun LI
Herald of Medicine 2024;43(1):122-126
Objective To explore the pharmacokinetics/pharmacodynamics(PK/PD)parameters and influencing factors in patients with augmented renal clearance(ARC)to provide the basis for the rational use of meropenem.Methods Using the method of retrospective study,the patients with increased renal clearance who used meropenem monitored the concentration from January 2018 to December 2021.The PK/PD parameters of meropenem were analyzed,and multiple linear retrospective analyses discussed the influencing factors of meropenem valley concentration.Results A total of 58 patients were included in the study,and the trough concentration was 1.35[0.23,1.86]μg·mL-1,taking 100%fT>MIC as PK/PD target value,the compliance rate was 20.69%.The compliance rate of daily dose<3 g·d-1 was 8.70%,and≥3 g·d-1 was 31.43%,the difference was statistically significant.With MIC of 0.5,1,2,4,and 8 μg·mL-1,PK/PD compliance rates were 62.07%,48.28%,20.69%,8.62%and 0.Respectively.Multiple linear retrospective analyses showed that dose was an independent factor affecting meropenem valley concentration.Conclusion The PK/PD compliance rate of meropenem in patients with augmented renal clearance is low,even if MIC≤0.5 μg·mL-1,the routine dose is difficult to achieve the ideal PK/PD,so the clinical should recognize ARC and perform TDM as soon as possible,and use TDM to guide the medication regimen of meropenem for ARC patients.
6.Effect of Curcumin on Promoting Skin Wound Healing in Diabetes Mice
Jin ZHANG ; Xingang CUI ; Yanzhao ZHU ; Meng SU ; Ying BEI ; Yu HUANG ; Meiyun LI ; Yan WU
Herald of Medicine 2024;43(2):167-174
Objective To study the effect of curcumin on wound healing in diabetic mice.Methods The effect of curcumin on fibroblast activity was examined by the MTT assay,and the ROS detection kit was used to detect the effect of curcumin on the hydrogen peroxide-induced scavenging effect of reactive oxygen species(ROS)in fibroblasts.Q-PCR was used to detect the effects of curcumin on the mRNA expression of inflammatory factors CD86,CD206,IL-6 and ARG1 in lipopolysaccharide-induced RAW 264.7macrophage.The wound model of diabetes was established by intraperitoneal injection of streptozotocin.Hematoxylin-eosin(HE)and Masson staining were used to evaluate wound healing and histomorphological changes,and immunofluorescence staining was used to determine skin tissue α-smooth muscle actin,CD86 and CD206 expression.Results Curcumin had no significant effect on fibroblast activity at concentrations less than 20 mol·L-1;curcumin scavenged hydrogen peroxide-induced intracellular ROS in fibroblasts;curcumin decreased the mRNA expression of CD86 and IL-6 while increasing CD206 and ARG1 in lipopolysaccharide-induced RAW 264.7 macrophages.After in vivo administration,compared with the control group,wound healing was significantly faster in the curcumin(15,30 mg·mL-1)group after 7 d and 14 d of wound perforation(P<0.01).Hematoxylin-eosin(HE)and Masson staining results confirmed a significant increase in granulation tissue and a significant increase in collagen deposition in the curcumin(15,30 mg·mL-1)group.Immunofluorescence assay showed significantly higher expression of CD206(P<0.01)and significantly reduced expression of CD86(P<0.01)in the skin wounds of curcumin(15,30 mg·mL-1)for 14 d.In addition,the expression of α-SMA in the wound of the high-dose curcumin(30 mg·mL-1)group was significantly higher than that of the low-dose curcumin group(P<0.01).Conclusion Curcumin accelerates diabetic wound healing by promoting granulation tissue proliferation and collagen deposition in refractory diabetic wounds in mice through its anti-inflammatory and antioxidant effects.
7.Prognostic Value of 18 F-FDG PET/CT Radiomics in Extranodal Nasal-Type NK/T Cell Lymphoma
Yu LUO ; Zhun HUANG ; Zihan GAO ; Bingbing WANG ; Yanwei ZHANG ; Yan BAI ; Qingxia WU ; Meiyun WANG
Korean Journal of Radiology 2024;25(2):189-198
Objective:
To investigate the prognostic utility of radiomics features extracted from 18 F-fluorodeoxyglucose (FDG) PET/CT combined with clinical factors and metabolic parameters in predicting progression-free survival (PFS) and overall survival (OS) in individuals diagnosed with extranodal nasal-type NK/T cell lymphoma (ENKTCL).
Materials and Methods:
A total of 126 adults with ENKTCL who underwent 18 F-FDG PET/CT examination before treatment were retrospectively included and randomly divided into training (n = 88) and validation cohorts (n = 38) at a ratio of 7:3.Least absolute shrinkage and selection operation Cox regression analysis was used to select the best radiomics features and calculate each patient’s radiomics scores (RadPFS and RadOS). Kaplan–Meier curve and Log-rank test were used to compare survival between patient groups risk-stratified by the radiomics scores. Various models to predict PFS and OS were constructed, including clinical, metabolic, clinical + metabolic, and clinical + metabolic + radiomics models. The discriminative ability of each model was evaluated using Harrell’s C index. The performance of each model in predicting PFS and OS for 1-, 3-, and 5-years was evaluated using the time-dependent receiver operating characteristic (ROC) curve.
Results:
Kaplan–Meier curve analysis demonstrated that the radiomics scores effectively identified high- and low-risk patients (all P < 0.05). Multivariable Cox analysis showed that the Ann Arbor stage, maximum standardized uptake value (SUVmax), and RadPFS were independent risk factors associated with PFS. Further, β2-microglobulin, Eastern Cooperative Oncology Group performance status score, SUVmax, and RadOS were independent risk factors for OS. The clinical + metabolic + radiomics model exhibited the greatest discriminative ability for both PFS (Harrell’s C-index: 0.805 in the validation cohort) and OS (Harrell’s C-index: 0.833 in the validation cohort). The time-dependent ROC analysis indicated that the clinical + metabolic + radiomics model had the best predictive performance.
Conclusion
The PET/CT-based clinical + metabolic + radiomics model can enhance prognostication among patients with ENKTCL and may be a non-invasive and efficient risk stratification tool for clinical practice.
8.Prussian blue nanoparticles promote wound healing of diabetic skin
Ying BEI ; Wenjing LI ; Meiyun LI ; Meng SU ; Jin ZHANG ; Yu HUANG ; Yanzhao ZHU ; Jiali LI ; Yan WU
Chinese Journal of Tissue Engineering Research 2024;28(10):1526-1532
BACKGROUND:Inflammation,oxidative stress and bacterial infection are the main causes of delayed wound healing in diabetes.In recent years,various inorganic nanomaterials have been widely used in the treatment of skin wound healing due to their antibacterial activities,but their effects on anti-oxidation and anti-inflammation are limited. OBJECTIVE:To investigate the effect of Prussian blue nanoparticles on the wound repair of diabetes in terms of antioxidant,anti-inflammatory and photothermal antibacterial activities. METHODS:Prussian blue nanoparticles were prepared and characterized.(1)In vitro:The biocompatibility of Prussian blue nanoparticles with different concentrations was detected by MTT assay.The cytoprotective effect of Prussian blue nanoparticles and the intracellular reactive oxidative species level were examined under the condition of hydrogen peroxide.The ability of Prussian blue nanoparticles to decompose hydrogen peroxide and superoxide anion radicals was tested;the effect of Prussian blue nanoparticles on lipopolysaccharide-induced macrophage inflammation was investigated.The photothermal antibacterial activity of Prussian blue nanoparticles was detected by the plate colony counting method.(2)In vivo:ICR mice were intraperitoneally injected with streptozotocin to establish a diabetes mouse model.After the model was successfully established,a 6 mm wound was created on the back with a hole punch.There were the control group(no treatment),the Prussian blue group and the Prussian blue with light group.The wound healing and histomorphological changes were observed. RESULTS AND CONCLUSION:(1)In vitro:Prussian blue nanoparticles in 25-200 μg/mL were non-toxic to cells.Prussian blue nanoparticles had the extremely strong antioxidant capacity and mitigated the intracellular reactive oxidative species at a high oxidative stress environment,resulting in a pronounced cytoprotective effect.The Prussian blue nanoparticles not only exhibited hydrogen peroxide degradation activity but also showed strong superoxide scavenging ability.Prussian blue nanoparticles also displayed significant anti-inflammatory activity and extremely strong antibacterial ability after light irradiation.(2)In vivo:After 14 days,the wound sizes of the Prussian blue group and Prussian blue with light group were significantly reduced,and the healing speed of Prussian blue with light group was the fastest.Hematoxylin-eosin and Masson staining showed a lot of granulation tissue formation and collagen deposition in the Prussian blue group and the Prussian blue with light group,of which the Prussian blue with light group was the most.Immunofluorescence staining displayed that,compared with the control group,the expressions of α-SMA and CD31 were increased significantly in Prussian blue group and Prussian blue with light group(P<0.05),but F4/80 expression was decreased significantly in Prussian blue group and Prussian blue with light group(P<0.05),indicating more obvious improvement in the Prussian blue with light group.(3)These results showed that Prussian blue nanoparticles could promote the skin wound healing of the diabetes mouse model by exerting anti-inflammatory,antioxidant and antibacterial effects.
9.The value of intratumoral and peritumoral radiomics features of multi-parameter MRI in evaluation of the status of human epithelial growth factor receptor 2 in breast cancer
Jing ZHOU ; Xuan YU ; Qingxia WU ; Yaping WU ; Yunxia WANG ; Menglu HAI ; Meiyun WANG ; Hongna TAN
Chinese Journal of Radiology 2023;57(12):1338-1345
Objective:To investigate the value of intratumoral and peritumoral radiomics features of multi-parameter MRI in evaluation of the status of human epithelial growth factor receptor 2 in breast cancer.Methods:The clinical, pathological and imaging data of 340 patients with pathologically confirmed breast cancer in Henan Provincial People′s Hospital from September 2019 to December 2020 were retrospectively collected. All patients were female, 48 (42, 55) years old. All patients underwent multi-parameter breast MRI before surgery, including dynamic contrast-enhanced T 1WI (DCE-T 1WI), fat-suppressed T 2WI (T 2WI) and diffusion-weighted imaging (DWI). The region of interest (ROI) for lesions were manually delineated and the segmented ROIs were zoomed in ring shape by 4 mm to acquire ROI intra and ROI prei, respectively. Then six sets of radiomics features were extracted from ROI intra and ROI prei of DCE-T 1WI, T 2WI and DWI. The cases were divided into a training set (272 cases) and a test set (68 cases) by stratified sampling at a ratio of 4∶1. The Mann-Whitney U test, Select K Best and minimum absolute contraction and selection operator were used for feature selection of the 6 sets of radiomics features. The feature subsets after reduction were used to construct independent and combined radiomics signatures with support vector machine algorithm to predict the HER2 status of breast cancer. Receiver operating characteristic curve was generated and area under curve (AUC) was calculated to compare the prediction performance of different models. Results:Of the 340 patients, 80 were HER2-positive and 260 were HER2-negative. Among the radiomics signatures based on single sequence, the DWI peri showed the best performance in predicting HER2 status of breast cancer, with an AUC of 0.678 for the test set. Among the combination of intratumoral and peritumoral radiomics signatures based on same sequence, the DWI intra+DWI peri had the highest prediction value, achieving an AUC of 0.774 for the testing set. Among the intratumoral or peritumoral radiomics signatures derived from two different sequences, the DCE-T 1WI intra+DWI intra and T 2WI peri+DWI peri showed the best predictive performance, yielding AUC of 0.766 and 0.769 in the testing set, respectively. Among the combination of intratumoral or peritumoral radiomics signatures derived from all 3 sequences or combinations of all features, the DCE-T 1WI intra+T 2WI intra+DWI intra+DCE-T 1WI peri+T 2WI peri+DWI peri obtained the highest prediction efficiency, with an AUC of 0.913 for the testing set. Conclusion:The radiomics features of intratumoral and peritumoral regions based on multi-parameter MRI have a certain value in non-invasive evaluation of HER2 status of breast cancer, which can help clinicians to provide scientific basis for decision-making of targeted therapy in patients with breast cancer.
10.Values of arterial spin labeling in evaluating blood-brain barrier permeability in cerebral infarction lesions and predicting hemorrhage transformation after endovascular recanalization
Yanghui LIU ; Tianxiao LI ; Liangfu ZHU ; Li'na WANG ; Yang ZHANG ; Liheng WU ; Zhilong ZHOU ; Ying XING ; Meiyun WANG
Chinese Journal of Neuromedicine 2022;21(9):870-878
Objective:To assess the role of arterial spin labeling (ASL) in detecting the blood-brain barrier (BBB) permeability of cerebral infarction lesions in patients with anterior circulation subacute ischemic stroke (SIS), and to evaluate the value of ASL in predicting hemorrhagic transformation (HT) of SIS patients after endovascular recanalization.Methods:A prospective analysis was performed. Patients with anterior circulation SIS who received endovascular treatment (EVT) in our hospital from January 2021 to September 2021 were enrolled. At 24 h before EVT and immediately after EVT, MRI scans of ASL sequences and dynamic contrast-enhanced magnetic resonance (DCE) sequence were completed, and Xper CT was performed; accordingly, imaging typing was performed. Head CT scan was performed 24-48 h after EVT to observe HT; according to the presence or absence of HT, these patients were divided into HT group and non-HT group; the relative cerebral blood flow (rCBF) values of ASL sequence parameters, volume transfer constant (K trans) of DCE sequence parameters and the differences of ASL, DCE and Xper CT imaging types between the two groups were compared. The weighted Kappa coefficient was used to test the consistency among ASL, DCE and Xper CT imaging types. Results:Among 22 eligible patients, 5 patients occurred HT (5/22, 22.72%). As compared with those in the non-HT group (1.14±0.04; 0.032[0.024, 0.039]/min), patients in the HT group had significantly higher rCBF value (1.57±0.18) and K trans (0.072[0.0455, 0.117]/min, P<0.05). There were significant differences in the distribution of ASL, DCE and Xper CT imaging types between the two groups ( P<0.05); among them, 4 out of 6 patients with ASL imaging type III, 4 out of 6 patients with DCE imaging type III, and 4 out of 5 patients with Xper CT imaging type III had HT. ASL sequence and DCE sequence had a high consistency in the imaging types (Kappa coefficient=0.941, 95%CI: 0.862-1.020, P<0.001). Conclusion:ASL can effectively evaluate the BBB permeability of cerebral infarction lesions in patients with anterior circulation SIS; patients with ASL imaging type III have a relatively high risk of HT.

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