Objective:To explore the value of machine-learning models based on magnetic resonance imaging(MRI)radiomics features for the preoperative prediction of the blood supply in pituitary neuroendocrine tumors.Methods:A retrospective analysis was performed on the clinical and imaging data of 136 patients with pathologically confirmed pituitary neuroendocrine tumors(diameter>10 mm)from April 2013 to April 2023 at Yi Jishan Hospital of Wannan Medical College.Based on the intraoperative findings,the patients were assigned into richly vascularized(n=50)and normally vascularized(n=86)groups.All patients were allocated randomly in a 7:3 ratio into a training(n=96)or a validation group(n=40).Three machine-learning algorithms,multivariate Logistic regression(LR),random forest(RF),and support vec-tor machine(SVM),were used to establish radiomics prediction models.Receiver operating characteristic(ROC)curves were plotted to eval-uate the diagnostic performance of the models;decision curve analysis(DCA)was used to assess the net clinical benefit of the models.Res-ults:The clinical model achieved areas under the ROC curve(AUC)of 0.74 and 0.82 in the training and validation groups,respectively.The radiomics models using T1-weighted imaging(WI),T2WI,T1WI-enhanced,and combined sequences achieved AUCs of 0.80,0.84,0.82,and 0.84 in the training group and 0.82,0.80,0.85,and 0.83 in the validation group,respectively.The LR,RF,and SVM models had AUCs of 0.85,0.87,and 0.84 in the training group and 0.85,0.85,and 0.83 in the validation group,respectively.All radiomics models demonstrated great-er diagnostic efficacy than the clinical model.DCA indicated that the LR,SVM,and combined-sequence models achieved good net clinical be-nefits;the LR model showed the best results.Conclusions:Machine-learning models based on MRI radiomics exhibit high predictive value,surpassing the clinical judgment of radiologists based on MRI images alone,and offer a favorable net clinical benefit.

Objective:To explore and compare the value of radiomic features based on 18F-fluorodeoxyglucose (FDG) PET and CT in distinguishing epidermal growth factor receptor (EGFR) mutation status in patients with lung adenocarcinoma. Methods:Pretreatment 18F-FDG PET/CT images and EGFR gene status of 114 patients (64 males and 50 females, aged range: 35-84 (average age: 61) years) with primary lung adenocarcinoma between January 2017 and December 2017 were retrospectively collected. The volume of interest was drawn manually slice by slice, then the features were extracted by the LIFEx software. The parameters were screened by least absolute shrinkage and selection operator (LASSO) method for 200 times, and ten-fold cross-validation was used to select the best tuning parameter λ. Three models, namely M PET, M CT, M PET+ CT, were constructed by binary logistic stepwise regression. The receiver operating characteristic (ROC) curve was generated and the corresponding area under the curve (AUC), sensitivity, specificity and accuracy were calculated. The AUCs of three models were compared by Delong test. Results:Totally, 53.51%(61/114) patients were with wild type EGFR and 46.49%(53/114) patients had EGFR mutation. There were 3, 3, 7 parameters selected to form M PET, M CT, M PET+ CT, respectively. The AUCs for M PET, M CT, M PET+ CT were 0.730, 0.752 and 0.866 respectively. When the cut-off values were 0.427, 0.522, 0.378 for M PET, M CT and M PET+ CT, the Youden index were up to the maximum as 0.420, 0.405, 0.630, with sensitivities of 83.0%(44/53), 58.5%(31/53), 92.5%(49/53), specificities of 59.0%(36/61), 82.0%(50/61), 70.5%(43/61) and accuracies of 70.2%(80/114), 71.1%(81/114), 80.7%(92/114), respectively. There was no significant difference between AUC of M PET and M CT ( z=-0.320, P>0.05). The differences of AUCs between M PET+ CT and M PET, M PET+ CT and M CT were statistically significant ( z values: 2.963, 2.523, both P<0.05). Conclusions:PET, CT and PET+ CT radiomic features are all associated with EGFR gene expression in lung adenocarcinoma. M PET+ CT has the highest predictive efficiency.

Objective:To evaluate the efficacy and safety profile of ixazomib/lenalidomide/dexamethasone (IRd) in Chinese patients with relapsed/refractory multiple myeloma (MM) .Methods:This study comprising 14 medical centers in China included patients with relapsed/refractory MM who received at least. Ixazomib at an initial oral dose of 4 mg was administered. Seven patients had dose adjustment to 3 mg at the time of first dose. The lenalidomide doses were adjusted according to creatinine clearance rate. The efficacy and safety were evaluated every cycle.Results:In the study cohort of 74 patients, the median age was 65 years and 11 (14.9% ) patients received over three lines of therapy. Overall response rate (ORR) was 54.1% (40/74) , and 7 (9.5% ) , 14 (18.9% ) , and 19 (25.7% ) patients achieved stringent complete response or complete response, very good partial response, and partial response, respectively. The median progression-free survival and overall survival were 9.9 and 20 months, respectively. The median time to response was 1 month. The efficacy and survival outcome were similar to those reported in the Tourmaline-MM1 China Continuous Study. The ORR of patients refractory to bortezomib, lenalidomide, and bortezomib plus lenalidomide were 52.0% (13/25) , 57.1% (4/7) , and 33.3% (6/18) , respectively. The rate of grade 3-4 adverse events was 36.5% (27/74) . Common hematological toxicities were anemia, thrombocytopenia, lymphopenia, and neutropenia. Common non-hematological toxicities were fatigue, gastrointestinal symptoms, and infections. Two cases of grade 3 peripheral neuropathy were reported. The patients eligible for the Tourmaline-MM1 China Continuous Study had a higher ORR than the ineligible patients [77.8% (14/18) vs 46.4% (26/56) , P=0.020]. There was no difference in the rate of grade 3-4 adverse events [33.3% (6/18) vs 37.5% (21/56) , P=0.749]. Conclusion:The IRd regimen had good efficacy and acceptable toxicity in Chinese patients with relapsed/refractory MM.

With continuous discovery of tumor immune targets and continuous changes in antibody research and development technology, antibody drugs are becoming more and more widely used in clinical practice. However, some targets are not only expressed on tumor cells, but also on red blood cells. Therefore, the clinical application of antibodies against the corresponding targets may interfere with the detection of blood transfusion compatibility, resulting in difficulty in blood matching or delay of blood transfusion. This consensus summarizes the current solutions for the interference of CD38 monoclonal antibody (CD38 mAb) in transfusion compatibility testing. After analyzing the advantages and disadvantages of different methods, polybrene and sulfhydryl reducing agents [dithiothreitol (DTT) or 2-mercaptoethanol (2-Me)], as a solution for CD38 mAb interference in blood compatibility testing, are recommended for Chinese patients, so as to eliminate blood transfusion interference produce by CD38 mAb and further provide a pre-transfusion workflow for clinicians and technicians in Department of Blood Transfusion.

Most patients with schizophrenia have experienced a period called clinical high risk (CHR) preceding the first episode of psychosis.Early identification of CHR and timely medication or psychological intervention may reduce conversion to psychosis.By exploring biomarkers that predict the onset of psychosis and improving the accuracy of predicting the prognosis of CHR state, it is possible to take a more active intervention measure.As a fast and economical neurophysiological test, event-related potential (ERP) may reflect the perception process, pre-attention process, and attention distribution of the cognitive processes.And it holds promise for becoming objective indices in predicting the clinical outcomes of the CHR patients.This paper reviews the current studies on different ERP components in the CHR population and their performance as predictors of clinical outcomes.The results show that among ERP abnormalities, P300 and MMN amplitude reductions appear to be more reliable than others, which may indicate that distinct components reflect different stages of the disease.However, as a physiological index in the CHR group, aberrant ERP lacks certain specificity.The algorithm analysis combining different ERP components or combining components with symptoms may make the test more specific in the future.

Objective: To investigate the effect of thoracic paravertebral nerve block combined with general anesthesia in the perioperative period of elderly patients with non-small cell lung cancer (NSCLC). Methods: 50 elderly patients with NSCLC in our hospital from June 2015 to June 2018 were randomly divided into control group (n=25) and observation group (n=25). The control group was given general anesthesia, while the observation group was given thoracic paravertebral nerve block combined with general anesthesia. Postoperative recovery (recovery time, extubation time, ambulation time, feeding time) and hospitalization time, visual analogue scale (VAS) score at 2, 12, 24 and 48 hours after operation, serum tumor markers [cyfra21-1], carbohydrate antigen 125 (CA125), CA199, carcinoembryonic antigen (CEA) were counted and compared. The heart rate (HR), mean arterial pressure (MAP) [preoperative (T₁), 15 minutes (T₂), 5 minutes (T₃) after anesthesia], and the incidence of adverse reactions were recorded. Results: ⑴ Postoperative recovery and hospitalization time: hospitalization time, recovery room stay time, extubation time, out-of-bed activity time and eating time of the observation group were shorter than those of the control group (P<0.05); ⑵ Pain degree: VAS score of the observation group was lower than that of the control group at 2, 12 and 24 hours after operation (P<0.05), and 48 hours after operation VAS score of the observation group was lower than that of the control group (P<0.05). There was no significant difference between the two groups (P>0.05); ⑶ Serum tumor markers: there was no significant difference in serum cyfra21-1, CA125, CA199 and CEA levels between the two groups before operation (P>0.05). After operation, serum cyfra21-1, CA125, CA199 and CEA levels of the two groups were decreased, and the indexes in observation group were lower than that of the control group (P<0.05); ⑷ Hemodynamics: there was no significant difference in HR and MAP between the two groups at T₁ (P>0.05). HR and MAP in the two groups at T₂ were lower than those at T₁, but the levels of each index in the observation group were higher than those in the control group (P<0.05). HR and MAP in the observation group at T₃ stage returned to the level at T₁, and there was significant difference between the two groups (P<0.05); ⑸ Adverse reactions: the incidence of adverse reactions in the observation group (8.0%) was lower than that in the control group (32.0%, P<0.05). Conclusions The application of thoracic paravertebral nerve block combined with general anesthesia in total thoracoscopic lobectomy is safe and can inhibit the large fluctuation of hemodynamics in elderly patients with non-small cell lung cancer, shorten hospitalization time and post-operative rehabilitation time, alleviate post-operative pain, reduce the content of serum tumor markers, and reduce the risk of adverse reactions.

Objective: To improve the understanding of idiopathic hypereosinophilic syndrome (HES) and to be aware of its potential of transforming to acute myeloid leukemia (AML). Methods: The clinical data of one patient diagnosed with HES progressed to AML in the 923rd Hospital of the People's Liberation Army Joint Service Support Force were analyzed, and relevant literatures were reviewed. Results: The patient was diagnosed with idiopathic HES that progressed to AML with FIP1-like-1-platelet-derived growth factor receptor α (FIP1L1-PDGFRA) after 2 years. The patients achieved complete remission after the treatment of chemotherapy combined with tyrosine kinase inhibitor and then received hematopoietic stem cell transplantation. The patient had more than 1 year disease-free survival until the deadline. Conclusion Idiopathic HES has the potential to transform to AML with FIP1L1-PDGFRA fusion gene positive, therefore regular follow-up should be emphasized.

Objective To study the clinical characteristics of Japanese encephalitis (JE) in 34 adult patients and to improve the level of diagnosis of this disease.Methods The clinical manifestations,laboratory results and radiological features of 34 adult patients with JE in our hospital from July 2017 to September 2017 were summarized and the progonsis was observed.The modified Rankin Scale (mRS) was used to evaluate the progonsis.Results Eighteen patients were males and 16 patients were females with the average age of (45.39 ± 16.34) years in 34 patients who were diagnosed as JE.The major clinical features of JE patients included fever (34,100％) with the average temperature of (39.4 ± 1.1) ℃ on admission,headache (26,76％),seizures (7,21％),decreased consciousness (25,74％) on day 2.6 ± 1.4 after the onset,respiratory failure (9,26％) on day 3.8 ± 1.6 after the onset.The major features of laboratory results included white blood cells increase (15,44％),blood hematocrit decrease (25,74％),eosinophil absolute value decrease (29,85％),cerebrospinal fluid pressure increase (12,35％),cerebrospinal fluid protein increase (27,79％),cerebrospinal fluid white blood cells increase (30,88％).Brain MRI scan of abnormal signal was found abnormal in up to 54％patients (14/26),involving the thalamus,basal ganglia,mesencephalon,temporal lobe,hippocampus and occipital lobe,especially in the area of bilateral thalamus and mesencephalon.The follow-up showed three cases were dead;mRS score was 0 in twenty-one cases,1 or 2 in five cases,3 or 4 in three cases,5 in two cases five-six months after onset;the sequelaes were cognitive impairment in nine patients and movement disorder in five patients.Conclusions The clinical symptoms of JE in adults are severe.The main clinical manifestations of JE are hyperthermia,disturbance of consciousness,seizures and respiratory failure,with characteristic imaging findings on brain MRI.JE is a disease with high mortality and severe long-term sequelae.

This study was to evaluate the cellular inhibition effects induced by anti-AGR2 monoclonal antibody 18A4 in two AGR2-negative melanoma cells, A375 and B16-F10, treated with external oncoprotein AGR2. MTT assay and colony formation assay were performed to detect the cell proliferation rate. Flow cytometry analysis was performed to evaluate cell cycle transition. Cell migration rate was analyzed by wound healing assay. Cell morphological changes were detected by phalloidin staining. The expression of p53 was detected by Western blotting and immunofluorescence. Results showed that 18A4 inhibited the AGR2-dependent tumor properties including enhanced proliferation, accelerated cell cycle, increased cell migration and morphological changes of cells. In addition, by Western blot analysis and immunofluorescence, AGR2 blocking antibody 18A4 also restored p53 expression that was repressed by external AGR2 treated by chemotherapeutic drug doxorubicin. These findings suggest that 18A4 is able to inhibit the cellular tumorigenic properties induced by external AGR2 and is a potential drug against fumor.

BACKGROUND:Bone marrow stem cell transplantation can improve heart function and prevent ventricle remodeling.At present,the adult bone marrow stem cells used for transplantation primarily included bone marrow mononuclear cells (BM-MNCs) and mesenchymal stem cells (MSCs),and endothelial progenitor cells.The curative effects and precise mechanisms of transplantation of various bone marrow stem cells remain unknown.OBJECTIVE:To compare the effects of transplantation of autologous BM-MNCs and MSCs via the coronary artery on ventricle remodeling subsequent to acute myocardial infarction (AMI). DESIGN,TIME AND SETTING:Randomized controlled animal experiment performed at the Center for Clinical Research,Hebei Provincial People's Hospital,Electron Microscope Room,Hebei Medical University between March 2005 and December 2006.MATERIALS:Thirty-six male Jizhong pigs,were randomly divided into 4 groups:control group (n = 6),infarct model group (n = 10),BM-MNC group (n = 10),and MSC group (n = 10).METHODS:Porcine autologous BM-MNCs were isolated by gradient density centrifugation,and MSCs were obtained by adherence method.Prior to transplantation,both BM-MNCs and MSCs were colloidal gold labeled.Except the infract model group,pigs in the other 3 groups were developed into AMI models by oppressing the left anterior descending branch with balloon catheter.Ninety minutes after modeling,(6.0±1.3)×107 autologous BM-MNCs and (4.5±2.1)x 107 MSCs were respectively transplanted into pigs in the BM-MNC group and the MSC group via the coronary artery and cultured for 28 days.MAIN OUTCOME MEASURES:Observation of pathological changes of cardiac muscle tissue by light and electron microscope;Examination of cardiac function by ultrasonograph;Detection of the number of blood vessels and apoptotic myocardial cells,and expression of nuclear factor-κB (NF-κB) and troponin Ⅰ and its correlation to cardiac function by immunohistochemistry;Detection of mRNA expression of vascular endothelial growth factor (VEGF) and basic fibroblast growth factor (bFGF) in the cardiac tissue as well as its correlation to cardiac function by reverse transcription-polymerase chain reaction (RT-PCR).RESULTS:In the MSC group,there was proliferation of a great deal of blood vessels as well as growth of abnormal cell masses around the coronary vessels,while the BM-MNC group exhibited the "budding" of many capillary vessels.Prior to transplantation,cardiac function indices were basically similar among each group (F = 1.550,P＞0.05).Twenty-eight days after transplantation,left ventricular ejection fraction was significantly lower in the control,BM-MNC,and MSC groups than in the infarct model group (F = 5.30,P＜0.05),while endocardial fractional shortening was significantly higher (F = 10.67,P＜0.01).Compared with the infarct model group,the number of blood vessels in the infarct zone and infarct border zone was increased in the BM-MNC group (F=29.56-34.87,P＜0.01) and had no apparent change in the MSC group.In the BM-MNC and MSC groups,apoptotic myocardial cells in the infarct zone and infarct border zone were significantly reduced (F=14.31-35.34,P＜0.01 ) and troponin I expression rate was significantly increased (F=19.05,P＜0.01 ),as compared with the infarct model group.In addition,NF-κB positive rate in the infarct border zone was significantly lower in the BM-MNC and MSC groups than in the infarct model group (F=19.05,P＜0.01).VEGF gene expression level in the infarct border zone was significandy higher in the BM-MNC group than in the infarct model group and MSC group (F = 49.41,P＜0.01).bFGF gene expression level in the infarct border zone was significantly higher in the MSC group than in the infarct model and BM-MNC groups (F=4.71,P＜0.01).LVEF was negatively correlated to myocardial cell apoptosis rate and NF-κB level (r=-0.441 1,P＜0.05;r=-0.579 6,P＜0.01 ).LVEF was positively correlated to number of blood vessels,VEGF and bFGF expression (r=0.775,P＜0.01;r=0.565 1,P＜0.05;r=0.573 5,P＜0.05).CONCLUSION:Transplantation of both autologous BM-MNC and MSC via coronary artery can improve the condition of left ventricular remodeling subsequent to myocardial infarction.The improvement of cardiac functions is related to the increase of blood vessels,VEGF and bFGF expression,the decrease of myocardial cell apoptosis and NF-κ B level in cardiac muscle tissues after stem cell transplantation.BM-MNC transplantation better promotes blood vessel proliferation and VEGF expression in the cardiac tissue but produces worse effects on bFGF gene expression than MSC transplantation.