Objective To investigate the value of multimodal model integrating digital mammography(MG)and MRI radiomics features for preoperative prediction of lymphovascular invasion(LVI)status in breast cancer.Methods The clinical and imaging data from 336 patients with pathologically confirmed invasive breast cancer were retrospectively analyzed and randomly divided into a training group(235 cases)and a test group(101 cases)according to the ratio of 7∶3.Feature dimensionality reduction was carried out by Pearson correlation analysis followed by least absolute shrinkage and selection operator(LASSO)regression.Radiomics models were constructed based on MG craniocaudal(CC),dynamic contrast enhancement(DCE),T2 WI,and integrated MRI sequences;a multimodal model was further developed by incorporating clinical high-risk factors.The predictive efficiency of each model was evaluated by plotting receiver operating characteristic(ROC)curve.Results The ROC curve analysis showed that the multimodal model performed the best predictive efficiency,with area under the curve(AUC)of 0.989 and 0.861,accuracy of 0.949 and 0.782,sensitivity of 0.923 and 0.828,and specificity of 0.962 and 0.764 in the training group and test group respectively.Conclusion The multimodal model,integrating MG and MRI radiomics features,show optimal performance and can be served as a preoperative prediction of LVI status in breast cancer.

Purpose To explore the value of amide proton transfer(APT)imaging combined with diffusion kurtosis imaging(DKI)in the differential diagnosis of prostate carcinoma and benign prostatic hyperplasia.Materials and Methods A retrospective analysis was conducted on 120 patients who underwent multi-parameter prostate MRI and pathological biopsy at the First Affiliated Hospital of Xinxiang Medical University from January 2020 to August 2021,including 66 cases of benign prostatic hyperplasia and 54 cases of prostate carcinoma.The parameters of APT imaging and DKI,including magnetization transfer ratio asymmetry(MTRasym),mean kurtosis(MK),mean diffusion coefficient(MD)and fraction anisotropy were measured,and the parameters between the two groups were compared and analyzed.The receiver operating characteristic curve and Delong test were used to analyze the efficacy of each parameter,APT or DKI sequence alone and their combined diagnosis,and the correlation among the parameters was analyzed.Results Compared with the benign prostatic hyperplasia group,the MTRasym,MK and fraction anisotropy of the prostate carcinoma group were significantly higher,while the MD was significantly lower,with statistical significance(t=8.23,12.53,2.20,-11.12,all P<0.05).The areas under the curve for the above parameters were 0.852,0.933,0.615 and 0.910,respectively.The diagnostic efficacy of APT combined with DKI for differentiating prostate carcinoma from benign prostatic hyperplasia is numerically higher than that of APT alone or DKI alone,with the areas under the curve being 0.994,0.988 and 0.852,respectively,as well as a sensitivity of 96.30%and a specificity of 98.48%.There was a statistically significant difference in efficacy between the APT+DKI combined approach and APT alone(Z=4.387,P<0.05),while no statistically significant difference exists between the combined approach and DKI alone(Z=1.375,P>0.05).MTRasym was positively correlated with MK(r=0.45,P<0.001).MD was negatively correlated with MTRasym and MK(r=-0.439,-0.500,both P<0.001).Conclusion The parameters MTRasym,MK and MD of APT and DKI have relatively high value in distinguishing prostate carcinoma from benign prostatic hyperplasia,and the combined diagnostic efficiency of the two sequences tends to increase,with some parameters showing correlation.

Purpose To explore the value of magnetic resonance amide proton transfer(APT)imaging combined with diffusion weighted imaging(DWI)in the differential diagnosis of prostate cancer and benign prostatic hyperplasia.Materials and Methods A retrospective analysis was made on 52 patients with prostate cancer and 60 patients with benign prostatic hyperplasia in the First Affiliated Hospital of Xinxiang Medical University from February 2020 to August 2021.The APT parameter values magnetization transfer ratio asymmetry(MTRasym)and DWI parameter values apparent diffusion coefficient(ADC)of the two groups were measured,respectively.The parameter differences between the two groups were compared and analyzed,the significant parameters and the efficacy of their joint diagnosis were evaluated.Then compared the performance of each parameter and joint diagnosis,and analyze the correlation between the two parameters.Results The MTRasym in the prostate cancer group[(3.70±0.94)%]was significantly higher than that in the prostate hyperplasia group[(2.35±0.60)%](t=8.89,P＜0.05);ADC value in prostate cancer group[(0.93±0.15)×10-3 mm2/s]was significantly lower than that in the prostate hyperplasia group[(1.32±0.22)×10-3 mm2/s](t=-11.01,P＜0.05).The areas under the curve for identifying prostate cancer and benign prostatic hyperplasia using MTRasym value,ADC value and their combination were 0.886,0.914 and 0.966,respectively.There was no statistically significant difference in the diagnostic efficacy between the MTRasym value and the ADC value(P＞0.05),and the combined diagnostic efficacy of the two was superior to the individual diagnostic efficacy of the MTRasym value and ADC value(Z=3.125,2.776,P＜0.05).The MTRasym was negatively correlated with the ADC value(r=-0.469,P＜0.001).Conclusion APT and DWI have high efficacy in distinguishing between prostate cancer and benign prostatic hyperplasia.The combination of the two sequences has higher diagnostic efficacy.

Objective To investigate the value of multimodal model integrating digital mammography(MG)and MRI radiomics features for preoperative prediction of lymphovascular invasion(LVI)status in breast cancer.Methods The clinical and imaging data from 336 patients with pathologically confirmed invasive breast cancer were retrospectively analyzed and randomly divided into a training group(235 cases)and a test group(101 cases)according to the ratio of 7∶3.Feature dimensionality reduction was carried out by Pearson correlation analysis followed by least absolute shrinkage and selection operator(LASSO)regression.Radiomics models were constructed based on MG craniocaudal(CC),dynamic contrast enhancement(DCE),T2 WI,and integrated MRI sequences;a multimodal model was further developed by incorporating clinical high-risk factors.The predictive efficiency of each model was evaluated by plotting receiver operating characteristic(ROC)curve.Results The ROC curve analysis showed that the multimodal model performed the best predictive efficiency,with area under the curve(AUC)of 0.989 and 0.861,accuracy of 0.949 and 0.782,sensitivity of 0.923 and 0.828,and specificity of 0.962 and 0.764 in the training group and test group respectively.Conclusion The multimodal model,integrating MG and MRI radiomics features,show optimal performance and can be served as a preoperative prediction of LVI status in breast cancer.

Purpose To explore the value of amide proton transfer(APT)imaging combined with diffusion kurtosis imaging(DKI)in the differential diagnosis of prostate carcinoma and benign prostatic hyperplasia.Materials and Methods A retrospective analysis was conducted on 120 patients who underwent multi-parameter prostate MRI and pathological biopsy at the First Affiliated Hospital of Xinxiang Medical University from January 2020 to August 2021,including 66 cases of benign prostatic hyperplasia and 54 cases of prostate carcinoma.The parameters of APT imaging and DKI,including magnetization transfer ratio asymmetry(MTRasym),mean kurtosis(MK),mean diffusion coefficient(MD)and fraction anisotropy were measured,and the parameters between the two groups were compared and analyzed.The receiver operating characteristic curve and Delong test were used to analyze the efficacy of each parameter,APT or DKI sequence alone and their combined diagnosis,and the correlation among the parameters was analyzed.Results Compared with the benign prostatic hyperplasia group,the MTRasym,MK and fraction anisotropy of the prostate carcinoma group were significantly higher,while the MD was significantly lower,with statistical significance(t=8.23,12.53,2.20,-11.12,all P<0.05).The areas under the curve for the above parameters were 0.852,0.933,0.615 and 0.910,respectively.The diagnostic efficacy of APT combined with DKI for differentiating prostate carcinoma from benign prostatic hyperplasia is numerically higher than that of APT alone or DKI alone,with the areas under the curve being 0.994,0.988 and 0.852,respectively,as well as a sensitivity of 96.30%and a specificity of 98.48%.There was a statistically significant difference in efficacy between the APT+DKI combined approach and APT alone(Z=4.387,P<0.05),while no statistically significant difference exists between the combined approach and DKI alone(Z=1.375,P>0.05).MTRasym was positively correlated with MK(r=0.45,P<0.001).MD was negatively correlated with MTRasym and MK(r=-0.439,-0.500,both P<0.001).Conclusion The parameters MTRasym,MK and MD of APT and DKI have relatively high value in distinguishing prostate carcinoma from benign prostatic hyperplasia,and the combined diagnostic efficiency of the two sequences tends to increase,with some parameters showing correlation.

Purpose To explore the value of magnetic resonance amide proton transfer(APT)imaging combined with diffusion weighted imaging(DWI)in the differential diagnosis of prostate cancer and benign prostatic hyperplasia.Materials and Methods A retrospective analysis was made on 52 patients with prostate cancer and 60 patients with benign prostatic hyperplasia in the First Affiliated Hospital of Xinxiang Medical University from February 2020 to August 2021.The APT parameter values magnetization transfer ratio asymmetry(MTRasym)and DWI parameter values apparent diffusion coefficient(ADC)of the two groups were measured,respectively.The parameter differences between the two groups were compared and analyzed,the significant parameters and the efficacy of their joint diagnosis were evaluated.Then compared the performance of each parameter and joint diagnosis,and analyze the correlation between the two parameters.Results The MTRasym in the prostate cancer group[(3.70±0.94)%]was significantly higher than that in the prostate hyperplasia group[(2.35±0.60)%](t=8.89,P＜0.05);ADC value in prostate cancer group[(0.93±0.15)×10-3 mm2/s]was significantly lower than that in the prostate hyperplasia group[(1.32±0.22)×10-3 mm2/s](t=-11.01,P＜0.05).The areas under the curve for identifying prostate cancer and benign prostatic hyperplasia using MTRasym value,ADC value and their combination were 0.886,0.914 and 0.966,respectively.There was no statistically significant difference in the diagnostic efficacy between the MTRasym value and the ADC value(P＞0.05),and the combined diagnostic efficacy of the two was superior to the individual diagnostic efficacy of the MTRasym value and ADC value(Z=3.125,2.776,P＜0.05).The MTRasym was negatively correlated with the ADC value(r=-0.469,P＜0.001).Conclusion APT and DWI have high efficacy in distinguishing between prostate cancer and benign prostatic hyperplasia.The combination of the two sequences has higher diagnostic efficacy.

Objective:To investigate the effects of microRNA (miR) -125b on the proliferation and phosphoinositide 3-kinase (PI3K)/protein kinase B (Akt) signaling pathway of hepatocellular carcinoma (HCC) cell by targeting Polo like kinases (PLK4).Methods:The tumor tissues and adjacent tissues of 65 patients with HCC were collected from March 2022 to March 2023 in Tianjin Medical University Cancer Hospital, including 33 males and 32 females, aged (60.1±5.6) years. The expressions of miR-125a and miR-125b in liver cancer, adjacent tissues and liver cancer cells were detected by fluorescence quantitative polymerase chain reaction. Low expression liver cancer cell was selected to transfect negative control (NC) sequences of miR, miR-125a and miR-125b. Subsequently, miR-NC and NC plasmid, miR-125b sequence and NC plasmid, and miR-125b sequence and PLK4 plasmid were co-transfected. Cell proliferation was detected by cell counting assay, the expression of PLK4, phosphorylated PI3K (p-PI3K) and phosphorylated Akt (p-Akt) was detected by Western blot, and miR-125b-targeting PLK4 were detected by bioinformatics analysis and dual luciferase reporter gene.Results:The relative expressions of miR-125a and miR-125b in HCC patients were (0.62±0.08) and (0.58±0.07), respectively, lower than those in adjacent tissues (1.00±0.12) and (1.00±0.13), and the differences were statistically significant ( t=21.24, 22.93, P=0.005, P<0.001). HepG2 cells with low expression of miR-125a and miR-125b and miR-125b targeting PI3K/Akt were selected for transfection. Bioinformatic analysis and dual luciferase reporter gene assay confirmed that miR-125b binds to PLK4. Overexpression of miR-125b could inhibit the proliferation of HepG2 cells and the expression of p-PI3K and p-Akt, while overexpression of PLK4 could partially reverse the proliferation inhibition caused by miR-125b and the expression of p-PI3K and p-Akt, (0.91±0.07) vs(0.41±0.04), (0.97±0.08) vs (0.32±0.03)( t=13.87, 17.01, both P<0.001). Conclusion:The inhibitory effect of miR-125b on HepG2 cell proliferation and PI3K/Akt signaling pathway is partly mediated by targeted inhibition of PLK4.

Objective To investigate the efficacy and safety of Tubridge flow diverter(TFD)in the treatment of ruptured intracranial aneurysms.Methods The clinical data of 13 patients with aneurysmal subarachnoid hemorrhage,who received TFD treatment at the First Affiliated Hospital of Zhengzhou University between March 2019 and Jul 2022,were retrospectively collected.The perioperative materials and follow-up results were summarized and analyzed.Results Successful operation was accomplished in all the 13 patients(13 aneurysms in total).TFD and coil embolization were simultaneously performed in 10 patients(simultaneous treatment),spring coil filling followed by selective staged TFD placement was adopted in 2 patients(staged treatment),and pure TFD placement was employed in one patient.The incidence of perioperative complications was 15.4%(2/13),including asymptomatic ischemic event in one patient and extra-ventricular drainage-related postoperative bleeding in another patient,which caused death of the patient.The median follow-up time was 6.5 months,and 83.3%of patients(10/12)completed cerebral angiography reexamination with DSA.OKM grade D(complete occlusion of the aneurysm)was obtained in 8 patients(80%),and OKM grade C(residual aneurysm neck)in 2 patients.Conclusion For ruptured intracranial aneurysms,TFD implantation is a clinically feasible treatment with favorable safety and efficacy.

Objective To evaluate the potential clinical value of T2 mapping and mDixon Quant in the diagnosis of early interver-tebral disc degeneration.Methods A total of 79 volunteers who underwent lumbar MRI examination were enrolled.All subjects were examined for 3.0T MR with T2WI,T2 mapping,and mDixon Quant while recording the condition of low back pain.The differ-ences between T2 mapping(map)value and fat fraction(FF)values of the vertebral(V)and nucleus pulposus(NP)within the Pfir-rmann Ⅰ and Pfirrmann Ⅱ intervertebral disc(grade Ⅰ 76,grade Ⅱ 87)were statistically analyzed.Receiver operating characteristic(ROC)curve analyses were performed for meaningful parameters.Results V-FF showed a mild positive correlation with degenera-tive intervertebral disc lesions,and NP-FF and NP-map values showed a mild negative correlation with lesions.There were statistically significant differences between the two groups in V-FF(P＜0.001),NP-FF(P=0.005),and NP-map(P＜0.001).Some measure-ments had statistically significant differences when different intervertebral disc segments were compared.Conclusion V-FF,NP-FF,and NP-map are associated with intervertebral disc degeneration.T2 mapping and mDixon Quant are potentially valuable as diagnostic tools to quantitatively assess early intervertebral disc degeneration and help diagnose.

Background: and Purpose The electrophysiologic characteristics of peripheral neuropathy secondary to nitrous oxide (N2O) abuse remain unclear. The paper therefore aimed to summarize the electrophysiologic characteristics of N2O-associated peripheral neuropathy and identify the risk factors of severe nerve injury. Methods: The electrophysiologic results and clinical data of patients with peripheral neuropathy secondary to N2O abuse at our hospital between 2018 and 2020 were analyzed retrospectively, and their electrophysiologic changes were summarized. Results: Most patients exhibited decreased sensory and motor nerve conduction velocities (75% and 76%), decreased sensory nerve and compound motor action potentials (57% and 59%), and prolonged distal motor latency (59%), while a response was absent in 36%. These findings indicate that N2O abuse can result in generalized injury to sensory and motor nerves. Electrophysiologic results indicated axonal neuropathy in 37 cases (49%), demyelinating peripheral neuropathy in 4 (5%), and mixed neuropathy in 12 (16%). Peripheral nerve injury was more common in the lower limbs (72%) than in the upper limbs (42%, p<0.0001). The upper and lower limbs were primarily affected by sensory nerve demyelination (35%) and motor axonal injury (67%), respectively. Subgroup analysis indicated that longer N2O exposure and longer disease course were associated with more-severe motor axonal injury in the lower limbs. Conclusions N2O-associated peripheral neuropathy can lead to sensory and motor nerve injury, with axonal injury being the most common. Injuries were more severe in the lower limbs. Prolonged N2O exposure and disease course increased the severity of motor axonal injury in the lower limbs.